{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "using VMLS\n",
    "using LinearAlgebra"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Chapter 13\n",
    "# Least squares data fitting\n",
    "### 13.1 Least squares data fitting\n",
    "**Straight-line fit.** A straight-line fit to time series data gives an estimate of a\n",
    "trend line. In Figure [13.3](https://web.stanford.edu/~boyd/vmls/vmls.pdf#figure.13.3) of VMLS we apply this to a time series of petroleum consumption. The figure is reproduced here as Figure 13.1."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip9800\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip9800)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip9801\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip9800)\" d=\"\n",
       "M247.807 1487.47 L2352.76 1487.47 L2352.76 47.2441 L247.807 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip9802\">\n",
       "    <rect x=\"247\" y=\"47\" width=\"2106\" height=\"1441\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip9802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  307.381,1487.47 307.381,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  909.139,1487.47 909.139,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1510.9,1487.47 1510.9,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2112.65,1487.47 2112.65,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  247.807,1314.51 2352.76,1314.51 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  247.807,921.336 2352.76,921.336 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  247.807,528.163 2352.76,528.163 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  247.807,134.99 2352.76,134.99 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  247.807,1487.47 2352.76,1487.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  247.807,1487.47 247.807,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  307.381,1487.47 307.381,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  909.139,1487.47 909.139,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1510.9,1487.47 1510.9,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2112.65,1487.47 2112.65,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  247.807,1314.51 279.381,1314.51 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  247.807,921.336 279.381,921.336 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  247.807,528.163 279.381,528.163 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip9800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  247.807,134.99 279.381,134.99 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 307.381, 1541.47)\" x=\"307.381\" y=\"1541.47\">1980</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 909.139, 1541.47)\" x=\"909.139\" y=\"1541.47\">1990</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1510.9, 1541.47)\" x=\"1510.9\" y=\"1541.47\">2000</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2112.65, 1541.47)\" x=\"2112.65\" y=\"1541.47\">2010</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 93.6653, 1338.24)\" x=\"93.6653\" y=\"1338.24\">6×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 202.062, 1310.83)\" x=\"202.062\" y=\"1310.83\">4</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 93.6653, 945.063)\" x=\"93.6653\" y=\"945.063\">7×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 202.062, 917.653)\" x=\"202.062\" y=\"917.653\">4</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 93.6653, 551.89)\" x=\"93.6653\" y=\"551.89\">8×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 202.062, 524.48)\" x=\"202.062\" y=\"524.48\">4</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 93.6653, 158.717)\" x=\"93.6653\" y=\"158.717\">9×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip9800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 202.062, 131.307)\" x=\"202.062\" y=\"131.307\">4</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"307.381\" cy=\"1191.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"307.381\" cy=\"1191.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"367.557\" cy=\"1277.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"367.557\" cy=\"1277.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"427.732\" cy=\"1332.16\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"427.732\" cy=\"1332.16\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"487.908\" cy=\"1362.28\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"487.908\" cy=\"1362.28\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"548.084\" cy=\"1322.57\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"548.084\" cy=\"1322.57\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"608.26\" cy=\"1311.25\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"608.26\" cy=\"1311.25\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"668.436\" cy=\"1242.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"668.436\" cy=\"1242.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"728.611\" cy=\"1192.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"728.611\" cy=\"1192.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"788.787\" cy=\"1118.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"788.787\" cy=\"1118.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"848.963\" cy=\"1075.07\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"848.963\" cy=\"1075.07\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"909.139\" cy=\"1057.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"909.139\" cy=\"1057.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"969.315\" cy=\"1031.97\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"969.315\" cy=\"1031.97\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1029.49\" cy=\"1023.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1029.49\" cy=\"1023.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1089.67\" cy=\"1014.95\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1089.67\" cy=\"1014.95\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1149.84\" cy=\"960.417\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1149.84\" cy=\"960.417\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1210.02\" cy=\"911.192\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1210.02\" cy=\"911.192\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1270.19\" cy=\"847.419\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1270.19\" cy=\"847.419\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1330.37\" cy=\"779.911\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1330.37\" cy=\"779.911\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1390.55\" cy=\"753.294\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1390.55\" cy=\"753.294\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1450.72\" cy=\"686.415\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1450.72\" cy=\"686.415\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1510.9\" cy=\"648.945\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1510.9\" cy=\"648.945\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1571.07\" cy=\"617.334\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1571.07\" cy=\"617.334\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1631.25\" cy=\"588.829\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1631.25\" cy=\"588.829\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1691.42\" cy=\"524.663\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1691.42\" cy=\"524.663\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1751.6\" cy=\"407.734\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1751.6\" cy=\"407.734\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1811.78\" cy=\"348.954\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1811.78\" cy=\"348.954\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1871.95\" cy=\"309.323\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1871.95\" cy=\"309.323\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1932.13\" cy=\"263.793\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1932.13\" cy=\"263.793\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1992.3\" cy=\"290.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1992.3\" cy=\"290.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2052.48\" cy=\"332.677\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2052.48\" cy=\"332.677\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2112.65\" cy=\"207.451\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2112.65\" cy=\"207.451\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2172.83\" cy=\"170.179\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2172.83\" cy=\"170.179\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2233.01\" cy=\"121.622\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2233.01\" cy=\"121.622\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2293.18\" cy=\"88.0053\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip9802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2293.18\" cy=\"88.0053\" r=\"14\"/>\n",
       "<polyline clip-path=\"url(#clip9802)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  307.381,1446.71 367.557,1406.12 427.732,1365.52 487.908,1324.92 548.084,1284.32 608.26,1243.72 668.436,1203.13 728.611,1162.53 788.787,1121.93 848.963,1081.33 \n",
       "  909.139,1040.73 969.315,1000.14 1029.49,959.539 1089.67,918.941 1149.84,878.343 1210.02,837.745 1270.19,797.147 1330.37,756.549 1390.55,715.951 1450.72,675.353 \n",
       "  1510.9,634.756 1571.07,594.158 1631.25,553.56 1691.42,512.962 1751.6,472.364 1811.78,431.766 1871.95,391.168 1932.13,350.57 1992.3,309.972 2052.48,269.374 \n",
       "  2112.65,228.777 2172.83,188.179 2233.01,147.581 2293.18,106.983 \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Petroleum consumption in thousand barrels/day\n",
    "consumption = petroleum_consumption_data()\n",
    "n = length(consumption);\n",
    "A = [ ones(n) 1:n ];\n",
    "x = A \\ consumption;\n",
    "using Plots\n",
    "scatter(1980:2013, consumption, legend=false)\n",
    "plot!(1980:2013, A*x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Figure 13.1** World petroleum consumption between $1980$ and $2013$ (dots)\n",
    "and least squares straight-line fit (data from www.eia.gov).\n",
    "\n",
    "**Estimation of trend and seasonal component.** The next example is the least squares fit of a trend plus a periodic component to a time series. In VMLS this was illustrated with a time series of vehicle miles traveled in the US, per month, for $15$ years ($2000–2014$). The following Julia code replicates Figure [13.5](https://web.stanford.edu/~boyd/vmls/vmls.pdf#figure.13.5) in VMLS. It imports the data via the function `vehicle_miles_data`, which creates a $15 × 12$ matrix `vmt`, with the monthly values for each of the $15$ years."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip0200\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip0200)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip0201\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip0200)\" d=\"\n",
       "M301.332 1487.47 L2352.76 1487.47 L2352.76 47.2441 L301.332 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip0202\">\n",
       "    <rect x=\"301\" y=\"47\" width=\"2052\" height=\"1441\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  348.579,1487.47 348.579,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  889.167,1487.47 889.167,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1429.76,1487.47 1429.76,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1970.34,1487.47 1970.34,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  301.332,1432.97 2352.76,1432.97 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  301.332,1061.1 2352.76,1061.1 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  301.332,689.229 2352.76,689.229 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  301.332,317.357 2352.76,317.357 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  301.332,1487.47 2352.76,1487.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  301.332,1487.47 301.332,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  348.579,1487.47 348.579,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  889.167,1487.47 889.167,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1429.76,1487.47 1429.76,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1970.34,1487.47 1970.34,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  301.332,1432.97 332.103,1432.97 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  301.332,1061.1 332.103,1061.1 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  301.332,689.229 332.103,689.229 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  301.332,317.357 332.103,317.357 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 348.579, 1541.47)\" x=\"348.579\" y=\"1541.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 889.167, 1541.47)\" x=\"889.167\" y=\"1541.47\">50</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1429.76, 1541.47)\" x=\"1429.76\" y=\"1541.47\">100</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1970.34, 1541.47)\" x=\"1970.34\" y=\"1541.47\">150</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 107.046, 1456.7)\" x=\"107.046\" y=\"1456.7\">2.0×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 255.587, 1429.29)\" x=\"255.587\" y=\"1429.29\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 107.046, 1084.83)\" x=\"107.046\" y=\"1084.83\">2.2×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 255.587, 1057.42)\" x=\"255.587\" y=\"1057.42\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 107.046, 712.957)\" x=\"107.046\" y=\"712.957\">2.4×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 255.587, 685.546)\" x=\"255.587\" y=\"685.546\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 107.046, 341.085)\" x=\"107.046\" y=\"341.085\">2.6×10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:38px; text-anchor:start;\" transform=\"rotate(0, 255.587, 313.674)\" x=\"255.587\" y=\"313.674\">5</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"359.391\" cy=\"1368.97\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"359.391\" cy=\"1368.97\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"370.202\" cy=\"1446.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"370.202\" cy=\"1446.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"381.014\" cy=\"828.867\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"381.014\" cy=\"828.867\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"391.826\" cy=\"917.968\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"391.826\" cy=\"917.968\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"402.638\" cy=\"642.727\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"402.638\" cy=\"642.727\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"413.45\" cy=\"634.136\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"413.45\" cy=\"634.136\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"424.261\" cy=\"593.658\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"424.261\" cy=\"593.658\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"435.073\" cy=\"543.604\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"435.073\" cy=\"543.604\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"445.885\" cy=\"914.23\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"445.885\" cy=\"914.23\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"456.697\" cy=\"754.474\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"456.697\" cy=\"754.474\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"467.508\" cy=\"1008.69\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"467.508\" cy=\"1008.69\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"478.32\" cy=\"1091.04\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"478.32\" cy=\"1091.04\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"489.132\" cy=\"1252.89\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"489.132\" cy=\"1252.89\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"499.944\" cy=\"1416.68\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"499.944\" cy=\"1416.68\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"510.755\" cy=\"827.063\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"510.755\" cy=\"827.063\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"521.567\" cy=\"828.439\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"521.567\" cy=\"828.439\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"532.379\" cy=\"589.623\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"532.379\" cy=\"589.623\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"543.191\" cy=\"624.189\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"543.191\" cy=\"624.189\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"554.002\" cy=\"496.544\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"554.002\" cy=\"496.544\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"564.814\" cy=\"442.418\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"564.814\" cy=\"442.418\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"575.626\" cy=\"943.738\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"575.626\" cy=\"943.738\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"586.438\" cy=\"669.706\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"586.438\" cy=\"669.706\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"597.25\" cy=\"865.664\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"597.25\" cy=\"865.664\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"608.061\" cy=\"882.9\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"608.061\" cy=\"882.9\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"618.873\" cy=\"1150.07\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"618.873\" cy=\"1150.07\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"629.685\" cy=\"1279.82\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"629.685\" cy=\"1279.82\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"640.497\" cy=\"762.302\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"640.497\" cy=\"762.302\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"651.308\" cy=\"740.808\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"651.308\" cy=\"740.808\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"662.12\" cy=\"470.829\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"662.12\" cy=\"470.829\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"672.932\" cy=\"542.935\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"672.932\" cy=\"542.935\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"683.744\" cy=\"384.443\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"683.744\" cy=\"384.443\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"694.555\" cy=\"342.161\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"694.555\" cy=\"342.161\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"705.367\" cy=\"807.763\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"705.367\" cy=\"807.763\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.179\" cy=\"585.923\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.179\" cy=\"585.923\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"726.991\" cy=\"863.116\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"726.991\" cy=\"863.116\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"737.802\" cy=\"795.956\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"737.802\" cy=\"795.956\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"748.614\" cy=\"1088.36\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"748.614\" cy=\"1088.36\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"759.426\" cy=\"1364.6\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"759.426\" cy=\"1364.6\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"770.238\" cy=\"750.978\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"770.238\" cy=\"750.978\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"781.05\" cy=\"700.106\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"781.05\" cy=\"700.106\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"791.861\" cy=\"442.976\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"791.861\" cy=\"442.976\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"802.673\" cy=\"463.41\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"802.673\" cy=\"463.41\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"813.485\" cy=\"278.218\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"813.485\" cy=\"278.218\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"824.297\" cy=\"304.583\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"824.297\" cy=\"304.583\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"835.108\" cy=\"736.624\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"835.108\" cy=\"736.624\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"845.92\" cy=\"428.026\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"845.92\" cy=\"428.026\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"856.732\" cy=\"806.406\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"856.732\" cy=\"806.406\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"867.544\" cy=\"716.413\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"867.544\" cy=\"716.413\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"878.355\" cy=\"1015.55\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"878.355\" cy=\"1015.55\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"889.167\" cy=\"1178.07\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"889.167\" cy=\"1178.07\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"899.979\" cy=\"477.206\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"899.979\" cy=\"477.206\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"910.791\" cy=\"485.295\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"910.791\" cy=\"485.295\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"921.603\" cy=\"368.769\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"921.603\" cy=\"368.769\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"932.414\" cy=\"366.017\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"932.414\" cy=\"366.017\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"943.226\" cy=\"206.372\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"943.226\" cy=\"206.372\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"954.038\" cy=\"264.626\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"954.038\" cy=\"264.626\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"964.85\" cy=\"623.873\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"964.85\" cy=\"623.873\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"975.661\" cy=\"419.696\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"975.661\" cy=\"419.696\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"986.473\" cy=\"693.022\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"986.473\" cy=\"693.022\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"997.285\" cy=\"595.722\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"997.285\" cy=\"595.722\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1008.1\" cy=\"985.388\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1008.1\" cy=\"985.388\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1018.91\" cy=\"1061.66\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1018.91\" cy=\"1061.66\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1029.72\" cy=\"444.128\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1029.72\" cy=\"444.128\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1040.53\" cy=\"487.303\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1040.53\" cy=\"487.303\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1051.34\" cy=\"267.564\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1051.34\" cy=\"267.564\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1062.16\" cy=\"246.404\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1062.16\" cy=\"246.404\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1072.97\" cy=\"186.737\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1072.97\" cy=\"186.737\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1083.78\" cy=\"218.384\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1083.78\" cy=\"218.384\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1094.59\" cy=\"647.579\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1094.59\" cy=\"647.579\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1105.4\" cy=\"476.909\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1105.4\" cy=\"476.909\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1116.21\" cy=\"632.407\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1116.21\" cy=\"632.407\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1127.03\" cy=\"581.628\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1127.03\" cy=\"581.628\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1137.84\" cy=\"813.769\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1137.84\" cy=\"813.769\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1148.65\" cy=\"1047.53\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1148.65\" cy=\"1047.53\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1159.46\" cy=\"379.739\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1159.46\" cy=\"379.739\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1170.27\" cy=\"490.928\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1170.27\" cy=\"490.928\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1181.08\" cy=\"254.269\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1181.08\" cy=\"254.269\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1191.9\" cy=\"246.609\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1191.9\" cy=\"246.609\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1202.71\" cy=\"253.358\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1202.71\" cy=\"253.358\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1213.52\" cy=\"220.131\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1213.52\" cy=\"220.131\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1224.33\" cy=\"584.659\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1224.33\" cy=\"584.659\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1235.14\" cy=\"355.27\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1235.14\" cy=\"355.27\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1245.96\" cy=\"589.437\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1245.96\" cy=\"589.437\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1256.77\" cy=\"536.613\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1256.77\" cy=\"536.613\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1267.58\" cy=\"804.528\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1267.58\" cy=\"804.528\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1278.39\" cy=\"1075.59\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1278.39\" cy=\"1075.59\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1289.2\" cy=\"322.192\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1289.2\" cy=\"322.192\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1300.01\" cy=\"452.458\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1300.01\" cy=\"452.458\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1310.83\" cy=\"175.191\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1310.83\" cy=\"175.191\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1321.64\" cy=\"215.557\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1321.64\" cy=\"215.557\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1332.45\" cy=\"183.874\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1332.45\" cy=\"183.874\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1343.26\" cy=\"105.372\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1343.26\" cy=\"105.372\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1354.07\" cy=\"576.738\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1354.07\" cy=\"576.738\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1364.88\" cy=\"289.374\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1364.88\" cy=\"289.374\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1375.7\" cy=\"579.006\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1375.7\" cy=\"579.006\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1386.51\" cy=\"680.974\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1386.51\" cy=\"680.974\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1397.32\" cy=\"810.664\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1397.32\" cy=\"810.664\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1408.13\" cy=\"1028.97\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1408.13\" cy=\"1028.97\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1418.94\" cy=\"451.733\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1418.94\" cy=\"451.733\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1429.76\" cy=\"453.109\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1429.76\" cy=\"453.109\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1440.57\" cy=\"282.215\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1440.57\" cy=\"282.215\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1451.38\" cy=\"388.905\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1451.38\" cy=\"388.905\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1462.19\" cy=\"277.344\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1462.19\" cy=\"277.344\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1473\" cy=\"294.524\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1473\" cy=\"294.524\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1483.81\" cy=\"713.382\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1483.81\" cy=\"713.382\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1494.63\" cy=\"384.257\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1494.63\" cy=\"384.257\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1505.44\" cy=\"744.843\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1505.44\" cy=\"744.843\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1516.25\" cy=\"645.98\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1516.25\" cy=\"645.98\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1527.06\" cy=\"971.108\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1527.06\" cy=\"971.108\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1537.87\" cy=\"1097.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1537.87\" cy=\"1097.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1548.68\" cy=\"551.023\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1548.68\" cy=\"551.023\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1559.5\" cy=\"475.756\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1559.5\" cy=\"475.756\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1570.31\" cy=\"339.8\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1570.31\" cy=\"339.8\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1581.12\" cy=\"345.489\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1581.12\" cy=\"345.489\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1591.93\" cy=\"223.906\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1591.93\" cy=\"223.906\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1602.74\" cy=\"301.776\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1602.74\" cy=\"301.776\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1613.56\" cy=\"651.41\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1613.56\" cy=\"651.41\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1624.37\" cy=\"453.407\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1624.37\" cy=\"453.407\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1635.18\" cy=\"738.651\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1635.18\" cy=\"738.651\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1645.99\" cy=\"693.431\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1645.99\" cy=\"693.431\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1656.8\" cy=\"1057.81\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1656.8\" cy=\"1057.81\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1667.61\" cy=\"1229.04\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1667.61\" cy=\"1229.04\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1678.43\" cy=\"468.746\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1678.43\" cy=\"468.746\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1689.24\" cy=\"428.659\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1689.24\" cy=\"428.659\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1700.05\" cy=\"365.682\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1700.05\" cy=\"365.682\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1710.86\" cy=\"314.401\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1710.86\" cy=\"314.401\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1721.67\" cy=\"208.38\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1721.67\" cy=\"208.38\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1732.48\" cy=\"236.326\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1732.48\" cy=\"236.326\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1743.3\" cy=\"601.616\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1743.3\" cy=\"601.616\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1754.11\" cy=\"375.611\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1754.11\" cy=\"375.611\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1764.92\" cy=\"695.625\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1764.92\" cy=\"695.625\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1775.73\" cy=\"671.9\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1775.73\" cy=\"671.9\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1786.54\" cy=\"1010.45\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1786.54\" cy=\"1010.45\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1797.36\" cy=\"1181.09\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1797.36\" cy=\"1181.09\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1808.17\" cy=\"495.67\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1808.17\" cy=\"495.67\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1818.98\" cy=\"516.141\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1818.98\" cy=\"516.141\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1829.79\" cy=\"426.223\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1829.79\" cy=\"426.223\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1840.6\" cy=\"354.08\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1840.6\" cy=\"354.08\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1851.41\" cy=\"311.463\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1851.41\" cy=\"311.463\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1862.23\" cy=\"305.773\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1862.23\" cy=\"305.773\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1873.04\" cy=\"656.43\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1873.04\" cy=\"656.43\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1883.85\" cy=\"465.028\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1883.85\" cy=\"465.028\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1894.66\" cy=\"721.247\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1894.66\" cy=\"721.247\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1905.47\" cy=\"603.42\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1905.47\" cy=\"603.42\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1916.28\" cy=\"934.032\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1916.28\" cy=\"934.032\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1927.1\" cy=\"1085.01\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1927.1\" cy=\"1085.01\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1937.91\" cy=\"432.916\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1937.91\" cy=\"432.916\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1948.72\" cy=\"511.344\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1948.72\" cy=\"511.344\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1959.53\" cy=\"292.163\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1959.53\" cy=\"292.163\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1970.34\" cy=\"307.428\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1970.34\" cy=\"307.428\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1981.16\" cy=\"300.995\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1981.16\" cy=\"300.995\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1991.97\" cy=\"224.705\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1991.97\" cy=\"224.705\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2002.78\" cy=\"707.804\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2002.78\" cy=\"707.804\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2013.59\" cy=\"425.758\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2013.59\" cy=\"425.758\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2024.4\" cy=\"675.581\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2024.4\" cy=\"675.581\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2035.21\" cy=\"710.128\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2035.21\" cy=\"710.128\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2046.03\" cy=\"901.066\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2046.03\" cy=\"901.066\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2056.84\" cy=\"1129.79\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2056.84\" cy=\"1129.79\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2067.65\" cy=\"494.071\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2067.65\" cy=\"494.071\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2078.46\" cy=\"463.949\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2078.46\" cy=\"463.949\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2089.27\" cy=\"244.415\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2089.27\" cy=\"244.415\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2100.08\" cy=\"316.93\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2100.08\" cy=\"316.93\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2110.9\" cy=\"232.385\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2110.9\" cy=\"232.385\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2121.71\" cy=\"157.285\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2121.71\" cy=\"157.285\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2132.52\" cy=\"641.22\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2132.52\" cy=\"641.22\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2143.33\" cy=\"330.726\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2143.33\" cy=\"330.726\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2154.14\" cy=\"686.514\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2154.14\" cy=\"686.514\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2164.96\" cy=\"663.849\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2164.96\" cy=\"663.849\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2175.77\" cy=\"941.284\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2175.77\" cy=\"941.284\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2186.58\" cy=\"1150.98\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2186.58\" cy=\"1150.98\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2197.39\" cy=\"464.451\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2197.39\" cy=\"464.451\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2208.2\" cy=\"355.53\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2208.2\" cy=\"355.53\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2219.01\" cy=\"167.214\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2219.01\" cy=\"167.214\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2229.83\" cy=\"226.844\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2229.83\" cy=\"226.844\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2240.64\" cy=\"88.0053\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2240.64\" cy=\"88.0053\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2251.45\" cy=\"112.493\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2251.45\" cy=\"112.493\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2262.26\" cy=\"519.563\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2262.26\" cy=\"519.563\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2273.07\" cy=\"183.762\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2273.07\" cy=\"183.762\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2283.88\" cy=\"636.87\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2283.88\" cy=\"636.87\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2294.7\" cy=\"436.022\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip0202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2294.7\" cy=\"436.022\" r=\"7\"/>\n",
       "<polyline clip-path=\"url(#clip0202)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  359.391,1158.37 370.202,1336.19 381.014,694.717 391.826,705.164 402.638,506.622 413.45,524.2 424.261,433.023 435.073,422.922 445.885,839.753 456.697,591.173 \n",
       "  467.508,880.45 478.32,838.376 489.132,1136.76 499.944,1314.58 510.755,673.101 521.567,683.548 532.379,485.006 543.191,502.584 554.002,411.407 564.814,401.306 \n",
       "  575.626,818.137 586.438,569.557 597.25,858.834 608.061,816.76 618.873,1115.14 629.685,1292.96 640.497,651.485 651.308,661.932 662.12,463.39 672.932,480.968 \n",
       "  683.744,389.791 694.555,379.69 705.367,796.521 716.179,547.941 726.991,837.218 737.802,795.144 748.614,1093.53 759.426,1271.35 770.238,629.869 781.05,640.316 \n",
       "  791.861,441.774 802.673,459.352 813.485,368.176 824.297,358.074 835.108,774.905 845.92,526.325 856.732,815.602 867.544,773.528 878.355,1071.91 889.167,1249.73 \n",
       "  899.979,608.253 910.791,618.701 921.603,420.158 932.414,437.737 943.226,346.56 954.038,336.458 964.85,753.29 975.661,504.709 986.473,793.986 997.285,751.912 \n",
       "  1008.1,1050.29 1018.91,1228.12 1029.72,586.638 1040.53,597.085 1051.34,398.542 1062.16,416.121 1072.97,324.944 1083.78,314.843 1094.59,731.674 1105.4,483.094 \n",
       "  1116.21,772.37 1127.03,730.297 1137.84,1028.68 1148.65,1206.5 1159.46,565.022 1170.27,575.469 1181.08,376.926 1191.9,394.505 1202.71,303.328 1213.52,293.227 \n",
       "  1224.33,710.058 1235.14,461.478 1245.96,750.754 1256.77,708.681 1267.58,1007.06 1278.39,1184.88 1289.2,543.406 1300.01,553.853 1310.83,355.311 1321.64,372.889 \n",
       "  1332.45,281.712 1343.26,271.611 1354.07,688.442 1364.88,439.862 1375.7,729.138 1386.51,687.065 1397.32,985.447 1408.13,1163.27 1418.94,521.79 1429.76,532.237 \n",
       "  1440.57,333.695 1451.38,351.273 1462.19,260.096 1473,249.995 1483.81,666.826 1494.63,418.246 1505.44,707.523 1516.25,665.449 1527.06,963.831 1537.87,1141.65 \n",
       "  1548.68,500.174 1559.5,510.621 1570.31,312.079 1581.12,329.657 1591.93,238.48 1602.74,228.379 1613.56,645.21 1624.37,396.63 1635.18,685.907 1645.99,643.833 \n",
       "  1656.8,942.215 1667.61,1120.04 1678.43,478.558 1689.24,489.005 1700.05,290.463 1710.86,308.041 1721.67,216.865 1732.48,206.763 1743.3,623.594 1754.11,375.014 \n",
       "  1764.92,664.291 1775.73,622.217 1786.54,920.6 1797.36,1098.42 1808.17,456.942 1818.98,467.389 1829.79,268.847 1840.6,286.425 1851.41,195.249 1862.23,185.147 \n",
       "  1873.04,601.979 1883.85,353.398 1894.66,642.675 1905.47,600.601 1916.28,898.984 1927.1,1076.8 1937.91,435.326 1948.72,445.774 1959.53,247.231 1970.34,264.81 \n",
       "  1981.16,173.633 1991.97,163.532 2002.78,580.363 2013.59,331.782 2024.4,621.059 2035.21,578.985 2046.03,877.368 2056.84,1055.19 2067.65,413.711 2078.46,424.158 \n",
       "  2089.27,225.615 2100.08,243.194 2110.9,152.017 2121.71,141.916 2132.52,558.747 2143.33,310.167 2154.14,599.443 2164.96,557.37 2175.77,855.752 2186.58,1033.57 \n",
       "  2197.39,392.095 2208.2,402.542 2219.01,203.999 2229.83,221.578 2240.64,130.401 2251.45,120.3 2262.26,537.131 2273.07,288.551 2283.88,577.827 2294.7,535.754 \n",
       "  \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " vmt = vehicle_miles_data(); # creates 15x12 matrix vmt\n",
    " m = 15*12;\n",
    " A = [ 0:(m-1) vcat([eye(12) for i=1:15]...) ];\n",
    " b = reshape(vmt', m, 1);\n",
    " x = A \\ b;\n",
    " using Plots\n",
    " scatter(1:m, b, markersize = 2, legend =false);\n",
    " plot!(1:m, A*x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='page_100'></a>\n",
    "**Figure 13.2** The dots show vehicle miles traveled in the US, per month, in the period January $2000$–December $2014$. The line shows the least squares fit of a linear trend and a seasonal component with a $12$-month period.\n",
    "\n",
    "The matrix $A$ in this example has size $m×n$ where $m = 15 · 12 = 180$ and $n = 13$. The first column has entries $0, 1, 2, . . . , 179$. The remaining columns are formed by vertical stacking of $15$ identity matrices of size $12 × 12$. The Julia expression `vcat([eye(12) for i=1:15]...)` creates an array of 15 identity matrices, and then stacks them vertically. The plot produced by the code is shown in Figure 13.2. \n",
    "\n",
    "**Polynomial fit.** We now discuss the polynomial fitting problem on page [255](        https://web.stanford.edu/~boyd/vmls/vmls.pdf#section*.300) in VMLS and the results shown in Figure [13.6](https://web.stanford.edu/~boyd/vmls/vmls.pdf#figure.13.6). We first generate a training set of $100$ points and plot them (Figure 13.3)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip0600\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip0600)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip0601\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip0600)\" d=\"\n",
       "M208.77 1487.47 L2352.76 1487.47 L2352.76 47.2441 L208.77 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip0602\">\n",
       "    <rect x=\"208\" y=\"47\" width=\"2145\" height=\"1441\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  258.068,1487.47 258.068,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  767.017,1487.47 767.017,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1275.97,1487.47 1275.97,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1784.91,1487.47 1784.91,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2293.86,1487.47 2293.86,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,1428.38 2352.76,1428.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,1132.24 2352.76,1132.24 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,836.094 2352.76,836.094 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,539.953 2352.76,539.953 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,243.812 2352.76,243.812 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1487.47 2352.76,1487.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1487.47 208.77,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  258.068,1487.47 258.068,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  767.017,1487.47 767.017,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1275.97,1487.47 1275.97,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1784.91,1487.47 1784.91,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2293.86,1487.47 2293.86,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1428.38 240.93,1428.38 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1132.24 240.93,1132.24 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,836.094 240.93,836.094 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,539.953 240.93,539.953 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip0600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,243.812 240.93,243.812 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 258.068, 1541.47)\" x=\"258.068\" y=\"1541.47\">-1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 767.017, 1541.47)\" x=\"767.017\" y=\"1541.47\">-0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1275.97, 1541.47)\" x=\"1275.97\" y=\"1541.47\">0.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1784.91, 1541.47)\" x=\"1784.91\" y=\"1541.47\">0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2293.86, 1541.47)\" x=\"2293.86\" y=\"1541.47\">1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 1445.88)\" x=\"184.77\" y=\"1445.88\">-0.50</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 1149.74)\" x=\"184.77\" y=\"1149.74\">-0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 853.594)\" x=\"184.77\" y=\"853.594\">0.00</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 557.453)\" x=\"184.77\" y=\"557.453\">0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip0600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 261.312)\" x=\"184.77\" y=\"261.312\">0.50</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1541.07\" cy=\"903.82\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1541.07\" cy=\"903.82\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1038.74\" cy=\"345.527\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1038.74\" cy=\"345.527\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"852.069\" cy=\"357.815\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"852.069\" cy=\"357.815\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"719.289\" cy=\"515.217\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"719.289\" cy=\"515.217\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2147.55\" cy=\"896.088\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2147.55\" cy=\"896.088\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2292.08\" cy=\"1066.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2292.08\" cy=\"1066.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1994.09\" cy=\"1155.61\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1994.09\" cy=\"1155.61\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1674.28\" cy=\"1222.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1674.28\" cy=\"1222.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1070.7\" cy=\"444.389\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1070.7\" cy=\"444.389\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"382.072\" cy=\"428.879\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"382.072\" cy=\"428.879\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"292.319\" cy=\"803.028\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"292.319\" cy=\"803.028\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"678.281\" cy=\"328.429\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"678.281\" cy=\"328.429\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1460.19\" cy=\"817.104\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1460.19\" cy=\"817.104\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"326.119\" cy=\"687.782\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"326.119\" cy=\"687.782\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1062.35\" cy=\"308.564\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1062.35\" cy=\"308.564\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"979.112\" cy=\"445.427\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"979.112\" cy=\"445.427\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1195.31\" cy=\"315.909\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1195.31\" cy=\"315.909\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2108.91\" cy=\"1209.41\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2108.91\" cy=\"1209.41\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1749.66\" cy=\"1276.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1749.66\" cy=\"1276.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1273.69\" cy=\"100.038\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1273.69\" cy=\"100.038\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2145.21\" cy=\"991.088\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2145.21\" cy=\"991.088\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1930.05\" cy=\"1419.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1930.05\" cy=\"1419.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2042.64\" cy=\"1272.78\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2042.64\" cy=\"1272.78\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"547.559\" cy=\"472.076\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"547.559\" cy=\"472.076\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"937.338\" cy=\"222.911\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"937.338\" cy=\"222.911\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"961.285\" cy=\"479.209\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"961.285\" cy=\"479.209\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2273.08\" cy=\"877.739\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2273.08\" cy=\"877.739\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1060.16\" cy=\"112.534\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1060.16\" cy=\"112.534\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1788.83\" cy=\"1153.07\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1788.83\" cy=\"1153.07\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2165.38\" cy=\"831.981\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2165.38\" cy=\"831.981\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.337\" cy=\"565.03\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"635.337\" cy=\"565.03\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1277.31\" cy=\"397.524\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1277.31\" cy=\"397.524\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"920.725\" cy=\"344.613\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"920.725\" cy=\"344.613\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"357.065\" cy=\"505.092\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"357.065\" cy=\"505.092\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1187.81\" cy=\"287.692\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1187.81\" cy=\"287.692\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1783.76\" cy=\"1150.59\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1783.76\" cy=\"1150.59\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2144.97\" cy=\"1128.27\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2144.97\" cy=\"1128.27\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"585.899\" cy=\"421.112\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"585.899\" cy=\"421.112\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2263.52\" cy=\"764.169\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2263.52\" cy=\"764.169\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1023.98\" cy=\"466.344\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1023.98\" cy=\"466.344\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1109.34\" cy=\"431.253\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1109.34\" cy=\"431.253\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"642.215\" cy=\"255.133\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"642.215\" cy=\"255.133\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"607.019\" cy=\"493.019\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"607.019\" cy=\"493.019\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"429.217\" cy=\"530.658\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"429.217\" cy=\"530.658\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1914.82\" cy=\"1186.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1914.82\" cy=\"1186.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1412\" cy=\"650.501\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1412\" cy=\"650.501\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"364.92\" cy=\"825.378\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"364.92\" cy=\"825.378\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"886.583\" cy=\"570.456\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"886.583\" cy=\"570.456\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1762.91\" cy=\"1152.77\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1762.91\" cy=\"1152.77\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1015.54\" cy=\"369.313\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1015.54\" cy=\"369.313\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2004.96\" cy=\"1187.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2004.96\" cy=\"1187.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"573.58\" cy=\"311.165\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"573.58\" cy=\"311.165\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"853.047\" cy=\"88.0053\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"853.047\" cy=\"88.0053\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1260.45\" cy=\"424.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1260.45\" cy=\"424.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1211.18\" cy=\"328.326\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1211.18\" cy=\"328.326\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1679.89\" cy=\"1446.71\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1679.89\" cy=\"1446.71\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"295.059\" cy=\"908.889\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"295.059\" cy=\"908.889\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1667.5\" cy=\"1093.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1667.5\" cy=\"1093.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1646.16\" cy=\"949.654\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1646.16\" cy=\"949.654\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2058.8\" cy=\"1049.3\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2058.8\" cy=\"1049.3\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1868.1\" cy=\"1215.22\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1868.1\" cy=\"1215.22\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1044.65\" cy=\"536.858\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1044.65\" cy=\"536.858\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1833.88\" cy=\"1353.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1833.88\" cy=\"1353.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2002.94\" cy=\"1190.08\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2002.94\" cy=\"1190.08\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"933.952\" cy=\"436.051\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"933.952\" cy=\"436.051\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1214.48\" cy=\"524.959\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1214.48\" cy=\"524.959\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1157.44\" cy=\"334.681\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1157.44\" cy=\"334.681\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"577.289\" cy=\"303.654\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"577.289\" cy=\"303.654\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"585.088\" cy=\"492.639\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"585.088\" cy=\"492.639\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"345.182\" cy=\"602.263\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"345.182\" cy=\"602.263\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"611.205\" cy=\"270.881\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"611.205\" cy=\"270.881\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"378.206\" cy=\"520.031\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"378.206\" cy=\"520.031\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1961.13\" cy=\"1293.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1961.13\" cy=\"1293.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"824.653\" cy=\"519.667\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"824.653\" cy=\"519.667\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"269.449\" cy=\"753.289\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"269.449\" cy=\"753.289\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1051.04\" cy=\"369.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1051.04\" cy=\"369.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"470.229\" cy=\"373.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"470.229\" cy=\"373.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"293.41\" cy=\"808.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"293.41\" cy=\"808.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"588.938\" cy=\"342.254\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"588.938\" cy=\"342.254\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"983.874\" cy=\"274.572\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"983.874\" cy=\"274.572\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"491.798\" cy=\"346.433\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"491.798\" cy=\"346.433\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1797.06\" cy=\"1186.91\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1797.06\" cy=\"1186.91\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"852.837\" cy=\"279.735\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"852.837\" cy=\"279.735\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"605.524\" cy=\"259.377\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"605.524\" cy=\"259.377\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"773.478\" cy=\"558.953\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"773.478\" cy=\"558.953\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2024.55\" cy=\"1409.63\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2024.55\" cy=\"1409.63\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"973.764\" cy=\"332.337\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"973.764\" cy=\"332.337\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"992.584\" cy=\"332.663\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"992.584\" cy=\"332.663\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1713.7\" cy=\"1185.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1713.7\" cy=\"1185.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1880.28\" cy=\"1206.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1880.28\" cy=\"1206.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1376.33\" cy=\"574.302\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1376.33\" cy=\"574.302\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2237.62\" cy=\"938.093\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2237.62\" cy=\"938.093\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"753.162\" cy=\"324.244\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"753.162\" cy=\"324.244\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1548.59\" cy=\"1106.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1548.59\" cy=\"1106.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2236.55\" cy=\"893.036\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2236.55\" cy=\"893.036\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"802.095\" cy=\"402.409\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"802.095\" cy=\"402.409\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"509.184\" cy=\"344.681\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"509.184\" cy=\"344.681\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"966.154\" cy=\"240.931\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"966.154\" cy=\"240.931\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1457.43\" cy=\"866.993\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1457.43\" cy=\"866.993\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1940.03\" cy=\"1186.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip0602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1940.03\" cy=\"1186.55\" r=\"14\"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Generate training data in the interval [-1, 1].\n",
    "m = 100;\n",
    "t = -1 .+ 2*rand(m,1);\n",
    "y = t.^3 - t + 0.4 ./ (1 .+ 25*t.^2) + 0.10*randn(m,1);\n",
    "using Plots\n",
    "scatter(t,y,legend=false)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Figure 13.3** Training set used in the polynomial fitting example.\n",
    "\n",
    "Next we define a function that fits the polynomial coefficients using least squares.\n",
    "We apply the function to fit polynomials of degree $2, 6, 10, 15$ to our training set."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3×1 Array{Float64,2}:\n",
       "  0.21762558606881022\n",
       " -0.37364974410351287\n",
       " -0.30906913015260357"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "polyfit(t, y, p) = vandermonde(t, p) \\ y\n",
    "theta2 = polyfit(t,y,3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "theta6 = polyfit(t,y,7);\n",
    "theta10 = polyfit(t,y,11);\n",
    "theta15 = polyfit(t,y,16);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, we plot the four polynomials. To simplify this, we first write a function that evaluates a polynomial at all points specified in a vector `x`. The plots are in Figure 13.4."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip1000\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip1000)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1001\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip1000)\" d=\"\n",
       "M208.77 687.475 L1152.76 687.475 L1152.76 47.2441 L208.77 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1002\">\n",
       "    <rect x=\"208\" y=\"47\" width=\"945\" height=\"641\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  235.487,687.475 235.487,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  458.125,687.475 458.125,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  680.763,687.475 680.763,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  903.401,687.475 903.401,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1126.04,687.475 1126.04,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,596.013 1152.76,596.013 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,481.686 1152.76,481.686 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,367.359 1152.76,367.359 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,253.033 1152.76,253.033 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,138.706 1152.76,138.706 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,687.475 1152.76,687.475 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,687.475 208.77,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  235.487,687.475 235.487,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  458.125,687.475 458.125,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  680.763,687.475 680.763,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  903.401,687.475 903.401,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1126.04,687.475 1126.04,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,596.013 222.93,596.013 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,481.686 222.93,481.686 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,367.359 222.93,367.359 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,253.033 222.93,253.033 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,138.706 222.93,138.706 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 235.487, 741.475)\" x=\"235.487\" y=\"741.475\">-1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 458.125, 741.475)\" x=\"458.125\" y=\"741.475\">-0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 680.763, 741.475)\" x=\"680.763\" y=\"741.475\">0.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 903.401, 741.475)\" x=\"903.401\" y=\"741.475\">0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1126.04, 741.475)\" x=\"1126.04\" y=\"741.475\">1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 613.513)\" x=\"184.77\" y=\"613.513\">-0.50</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 499.186)\" x=\"184.77\" y=\"499.186\">-0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 384.859)\" x=\"184.77\" y=\"384.859\">0.00</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 270.533)\" x=\"184.77\" y=\"270.533\">0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 156.206)\" x=\"184.77\" y=\"156.206\">0.50</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"796.732\" cy=\"393.505\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"796.732\" cy=\"393.505\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"576.991\" cy=\"177.973\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"576.991\" cy=\"177.973\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.331\" cy=\"182.717\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.331\" cy=\"182.717\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"437.247\" cy=\"243.483\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"437.247\" cy=\"243.483\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1062.04\" cy=\"390.52\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1062.04\" cy=\"390.52\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1125.26\" cy=\"456.271\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1125.26\" cy=\"456.271\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"994.902\" cy=\"490.712\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"994.902\" cy=\"490.712\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"855.002\" cy=\"516.653\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"855.002\" cy=\"516.653\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"590.973\" cy=\"216.14\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"590.973\" cy=\"216.14\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"289.732\" cy=\"210.152\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"289.732\" cy=\"210.152\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"250.47\" cy=\"354.594\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"250.47\" cy=\"354.594\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"419.308\" cy=\"171.373\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"419.308\" cy=\"171.373\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"761.353\" cy=\"360.028\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"761.353\" cy=\"360.028\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"265.256\" cy=\"310.103\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"265.256\" cy=\"310.103\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"587.316\" cy=\"163.703\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"587.316\" cy=\"163.703\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"550.905\" cy=\"216.54\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"550.905\" cy=\"216.54\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"645.482\" cy=\"166.539\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"645.482\" cy=\"166.539\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1045.13\" cy=\"511.479\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1045.13\" cy=\"511.479\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"887.977\" cy=\"537.333\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"887.977\" cy=\"537.333\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"679.766\" cy=\"83.2009\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"679.766\" cy=\"83.2009\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1061.01\" cy=\"427.196\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1061.01\" cy=\"427.196\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"966.889\" cy=\"592.707\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"966.889\" cy=\"592.707\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1016.14\" cy=\"535.946\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1016.14\" cy=\"535.946\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"362.124\" cy=\"226.828\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"362.124\" cy=\"226.828\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"532.631\" cy=\"130.637\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"532.631\" cy=\"130.637\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"543.107\" cy=\"229.582\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"543.107\" cy=\"229.582\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1116.95\" cy=\"383.437\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1116.95\" cy=\"383.437\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"586.362\" cy=\"88.025\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"586.362\" cy=\"88.025\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"905.116\" cy=\"489.731\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"905.116\" cy=\"489.731\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1069.84\" cy=\"365.772\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1069.84\" cy=\"365.772\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"400.522\" cy=\"262.714\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"400.522\" cy=\"262.714\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"681.35\" cy=\"198.047\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"681.35\" cy=\"198.047\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"525.364\" cy=\"177.62\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"525.364\" cy=\"177.62\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"278.793\" cy=\"239.574\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"278.793\" cy=\"239.574\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"642.2\" cy=\"155.646\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"642.2\" cy=\"155.646\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"902.897\" cy=\"488.772\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"902.897\" cy=\"488.772\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1060.91\" cy=\"480.157\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1060.91\" cy=\"480.157\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"378.896\" cy=\"207.154\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"378.896\" cy=\"207.154\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1112.77\" cy=\"339.592\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1112.77\" cy=\"339.592\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"570.533\" cy=\"224.615\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"570.533\" cy=\"224.615\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"607.872\" cy=\"211.068\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"607.872\" cy=\"211.068\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"403.531\" cy=\"143.076\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"403.531\" cy=\"143.076\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"388.135\" cy=\"234.913\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"388.135\" cy=\"234.913\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"310.356\" cy=\"249.444\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"310.356\" cy=\"249.444\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"960.227\" cy=\"502.724\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"960.227\" cy=\"502.724\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"740.271\" cy=\"295.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"740.271\" cy=\"295.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"282.229\" cy=\"363.223\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"282.229\" cy=\"363.223\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"510.429\" cy=\"264.809\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"510.429\" cy=\"264.809\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"893.773\" cy=\"489.613\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"893.773\" cy=\"489.613\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"566.843\" cy=\"187.156\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"566.843\" cy=\"187.156\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"999.66\" cy=\"502.941\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"999.66\" cy=\"502.941\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"373.507\" cy=\"164.708\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"373.507\" cy=\"164.708\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.759\" cy=\"78.5558\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.759\" cy=\"78.5558\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"673.974\" cy=\"208.334\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"673.974\" cy=\"208.334\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"652.422\" cy=\"171.333\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"652.422\" cy=\"171.333\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"857.458\" cy=\"603.092\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"857.458\" cy=\"603.092\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"251.669\" cy=\"395.462\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"251.669\" cy=\"395.462\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"852.04\" cy=\"466.716\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"852.04\" cy=\"466.716\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"842.704\" cy=\"411.2\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"842.704\" cy=\"411.2\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1023.21\" cy=\"449.669\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1023.21\" cy=\"449.669\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"939.789\" cy=\"513.724\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"939.789\" cy=\"513.724\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"579.573\" cy=\"251.838\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"579.573\" cy=\"251.838\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"924.821\" cy=\"567.05\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"924.821\" cy=\"567.05\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"998.776\" cy=\"504.019\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"998.776\" cy=\"504.019\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"531.151\" cy=\"212.921\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"531.151\" cy=\"212.921\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"653.866\" cy=\"247.244\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"653.866\" cy=\"247.244\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"628.913\" cy=\"173.786\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"628.913\" cy=\"173.786\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"375.129\" cy=\"161.808\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"375.129\" cy=\"161.808\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"378.541\" cy=\"234.767\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"378.541\" cy=\"234.767\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"273.595\" cy=\"277.088\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"273.595\" cy=\"277.088\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"389.966\" cy=\"149.156\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"389.966\" cy=\"149.156\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"288.041\" cy=\"245.341\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"288.041\" cy=\"245.341\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"980.486\" cy=\"543.853\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"980.486\" cy=\"543.853\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"483.338\" cy=\"245.201\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"483.338\" cy=\"245.201\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"240.466\" cy=\"335.392\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"240.466\" cy=\"335.392\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"582.37\" cy=\"187.228\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"582.37\" cy=\"187.228\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"328.296\" cy=\"188.587\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"328.296\" cy=\"188.587\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"250.947\" cy=\"356.602\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"250.947\" cy=\"356.602\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"380.225\" cy=\"176.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"380.225\" cy=\"176.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"552.989\" cy=\"150.581\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"552.989\" cy=\"150.581\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"337.731\" cy=\"178.323\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"337.731\" cy=\"178.323\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"908.713\" cy=\"502.794\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"908.713\" cy=\"502.794\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.667\" cy=\"152.574\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.667\" cy=\"152.574\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"387.481\" cy=\"144.715\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"387.481\" cy=\"144.715\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"460.951\" cy=\"260.368\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"460.951\" cy=\"260.368\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1008.23\" cy=\"588.778\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1008.23\" cy=\"588.778\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"548.566\" cy=\"172.881\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"548.566\" cy=\"172.881\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"556.799\" cy=\"173.007\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"556.799\" cy=\"173.007\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"872.25\" cy=\"502.212\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"872.25\" cy=\"502.212\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"945.12\" cy=\"510.223\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"945.12\" cy=\"510.223\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"724.667\" cy=\"266.293\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"724.667\" cy=\"266.293\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1101.44\" cy=\"406.737\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1101.44\" cy=\"406.737\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"452.065\" cy=\"169.757\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"452.065\" cy=\"169.757\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"800.023\" cy=\"471.844\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"800.023\" cy=\"471.844\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1100.97\" cy=\"389.342\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1100.97\" cy=\"389.342\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"473.47\" cy=\"199.933\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"473.47\" cy=\"199.933\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"345.337\" cy=\"177.647\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"345.337\" cy=\"177.647\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"545.237\" cy=\"137.594\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"545.237\" cy=\"137.594\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"760.142\" cy=\"379.288\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"760.142\" cy=\"379.288\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"971.255\" cy=\"502.653\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1002)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"971.255\" cy=\"502.653\" r=\"7\"/>\n",
       "<polyline clip-path=\"url(#clip1002)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  235.487,238.304 236.378,238.081 237.27,237.859 238.161,237.638 239.053,237.418 239.944,237.199 240.836,236.982 241.727,236.765 242.619,236.55 243.51,236.336 \n",
       "  244.401,236.123 245.293,235.911 246.184,235.7 247.076,235.49 247.967,235.282 248.859,235.074 249.75,234.868 250.642,234.663 251.533,234.459 252.424,234.256 \n",
       "  253.316,234.054 254.207,233.854 255.099,233.654 255.99,233.456 256.882,233.259 257.773,233.063 258.665,232.868 259.556,232.674 260.447,232.481 261.339,232.29 \n",
       "  262.23,232.099 263.122,231.91 264.013,231.722 264.905,231.535 265.796,231.349 266.688,231.164 267.579,230.98 268.47,230.798 269.362,230.617 270.253,230.436 \n",
       "  271.145,230.257 272.036,230.079 272.928,229.903 273.819,229.727 274.71,229.552 275.602,229.379 276.493,229.207 277.385,229.035 278.276,228.865 279.168,228.697 \n",
       "  280.059,228.529 280.951,228.362 281.842,228.197 282.733,228.032 283.625,227.869 284.516,227.707 285.408,227.546 286.299,227.386 287.191,227.228 288.082,227.07 \n",
       "  288.974,226.914 289.865,226.758 290.756,226.604 291.648,226.451 292.539,226.299 293.431,226.148 294.322,225.999 295.214,225.85 296.105,225.703 296.997,225.557 \n",
       "  297.888,225.412 298.779,225.268 299.671,225.125 300.562,224.983 301.454,224.843 302.345,224.703 303.237,224.565 304.128,224.428 305.02,224.292 305.911,224.157 \n",
       "  306.802,224.023 307.694,223.89 308.585,223.759 309.477,223.628 310.368,223.499 311.26,223.371 312.151,223.244 313.043,223.118 313.934,222.994 314.825,222.87 \n",
       "  315.717,222.748 316.608,222.626 317.5,222.506 318.391,222.387 319.283,222.269 320.174,222.152 321.066,222.037 321.957,221.922 322.848,221.809 323.74,221.697 \n",
       "  324.631,221.586 325.523,221.476 326.414,221.367 327.306,221.259 328.197,221.153 329.089,221.047 329.98,220.943 330.871,220.84 331.763,220.738 332.654,220.637 \n",
       "  333.546,220.537 334.437,220.438 335.329,220.341 336.22,220.244 337.112,220.149 338.003,220.055 338.894,219.962 339.786,219.87 340.677,219.779 341.569,219.69 \n",
       "  342.46,219.601 343.352,219.514 344.243,219.428 345.135,219.343 346.026,219.259 346.917,219.176 347.809,219.095 348.7,219.014 349.592,218.935 350.483,218.856 \n",
       "  351.375,218.779 352.266,218.703 353.158,218.628 354.049,218.555 354.94,218.482 355.832,218.411 356.723,218.34 357.615,218.271 358.506,218.203 359.398,218.136 \n",
       "  360.289,218.07 361.181,218.006 362.072,217.942 362.963,217.88 363.855,217.819 364.746,217.759 365.638,217.7 366.529,217.642 367.421,217.585 368.312,217.529 \n",
       "  369.204,217.475 370.095,217.422 370.986,217.369 371.878,217.318 372.769,217.268 373.661,217.22 374.552,217.172 375.444,217.125 376.335,217.08 377.227,217.036 \n",
       "  378.118,216.993 379.009,216.951 379.901,216.91 380.792,216.87 381.684,216.831 382.575,216.794 383.467,216.758 384.358,216.723 385.25,216.688 386.141,216.656 \n",
       "  387.032,216.624 387.924,216.593 388.815,216.564 389.707,216.535 390.598,216.508 391.49,216.482 392.381,216.457 393.273,216.433 394.164,216.41 395.055,216.389 \n",
       "  395.947,216.368 396.838,216.349 397.73,216.331 398.621,216.313 399.513,216.298 400.404,216.283 401.296,216.269 402.187,216.257 403.078,216.245 403.97,216.235 \n",
       "  404.861,216.226 405.753,216.218 406.644,216.211 407.536,216.205 408.427,216.201 409.319,216.197 410.21,216.195 411.101,216.193 411.993,216.193 412.884,216.194 \n",
       "  413.776,216.197 414.667,216.2 415.559,216.204 416.45,216.21 417.342,216.217 418.233,216.225 419.124,216.234 420.016,216.244 420.907,216.255 421.799,216.267 \n",
       "  422.69,216.281 423.582,216.296 424.473,216.311 425.365,216.328 426.256,216.346 427.147,216.366 428.039,216.386 428.93,216.407 429.822,216.43 430.713,216.454 \n",
       "  431.605,216.478 432.496,216.504 433.387,216.532 434.279,216.56 435.17,216.589 436.062,216.62 436.953,216.651 437.845,216.684 438.736,216.718 439.628,216.753 \n",
       "  440.519,216.789 441.41,216.827 442.302,216.865 443.193,216.905 444.085,216.945 444.976,216.987 445.868,217.03 446.759,217.074 447.651,217.12 448.542,217.166 \n",
       "  449.433,217.213 450.325,217.262 451.216,217.312 452.108,217.363 452.999,217.415 453.891,217.468 454.782,217.522 455.674,217.578 456.565,217.634 457.456,217.692 \n",
       "  458.348,217.751 459.239,217.811 460.131,217.872 461.022,217.934 461.914,217.998 462.805,218.062 463.697,218.128 464.588,218.194 465.479,218.262 466.371,218.331 \n",
       "  467.262,218.402 468.154,218.473 469.045,218.545 469.937,218.619 470.828,218.694 471.72,218.769 472.611,218.846 473.502,218.925 474.394,219.004 475.285,219.084 \n",
       "  476.177,219.166 477.068,219.248 477.96,219.332 478.851,219.417 479.743,219.503 480.634,219.59 481.525,219.678 482.417,219.768 483.308,219.858 484.2,219.95 \n",
       "  485.091,220.043 485.983,220.137 486.874,220.232 487.766,220.328 488.657,220.426 489.548,220.524 490.44,220.624 491.331,220.725 492.223,220.826 493.114,220.929 \n",
       "  494.006,221.034 494.897,221.139 495.789,221.245 496.68,221.353 497.571,221.462 498.463,221.571 499.354,221.682 500.246,221.794 501.137,221.908 502.029,222.022 \n",
       "  502.92,222.138 503.812,222.254 504.703,222.372 505.594,222.491 506.486,222.611 507.377,222.732 508.269,222.854 509.16,222.978 510.052,223.102 510.943,223.228 \n",
       "  511.835,223.355 512.726,223.483 513.617,223.612 514.509,223.742 515.4,223.873 516.292,224.006 517.183,224.139 518.075,224.274 518.966,224.41 519.858,224.547 \n",
       "  520.749,224.685 521.64,224.825 522.532,224.965 523.423,225.107 524.315,225.249 525.206,225.393 526.098,225.538 526.989,225.684 527.881,225.831 528.772,225.98 \n",
       "  529.663,226.129 530.555,226.28 531.446,226.431 532.338,226.584 533.229,226.738 534.121,226.894 535.012,227.05 535.904,227.207 536.795,227.366 537.686,227.525 \n",
       "  538.578,227.686 539.469,227.848 540.361,228.011 541.252,228.175 542.144,228.341 543.035,228.507 543.927,228.675 544.818,228.844 545.709,229.014 546.601,229.185 \n",
       "  547.492,229.357 548.384,229.53 549.275,229.704 550.167,229.88 551.058,230.057 551.95,230.234 552.841,230.413 553.732,230.593 554.624,230.775 555.515,230.957 \n",
       "  556.407,231.14 557.298,231.325 558.19,231.511 559.081,231.698 559.973,231.886 560.864,232.075 561.755,232.265 562.647,232.456 563.538,232.649 564.43,232.843 \n",
       "  565.321,233.037 566.213,233.233 567.104,233.43 567.996,233.629 568.887,233.828 569.778,234.028 570.67,234.23 571.561,234.433 572.453,234.637 573.344,234.842 \n",
       "  574.236,235.048 575.127,235.255 576.019,235.463 576.91,235.673 577.801,235.884 578.693,236.095 579.584,236.308 580.476,236.522 581.367,236.738 582.259,236.954 \n",
       "  583.15,237.171 584.041,237.39 584.933,237.61 585.824,237.831 586.716,238.052 587.607,238.276 588.499,238.5 589.39,238.725 590.282,238.952 591.173,239.179 \n",
       "  592.064,239.408 592.956,239.638 593.847,239.869 594.739,240.101 595.63,240.335 596.522,240.569 597.413,240.805 598.305,241.041 599.196,241.279 600.087,241.518 \n",
       "  600.979,241.758 601.87,242 602.762,242.242 603.653,242.486 604.545,242.73 605.436,242.976 606.328,243.223 607.219,243.471 608.11,243.72 609.002,243.971 \n",
       "  609.893,244.222 610.785,244.475 611.676,244.728 612.568,244.983 613.459,245.239 614.351,245.496 615.242,245.754 616.133,246.014 617.025,246.274 617.916,246.536 \n",
       "  618.808,246.799 619.699,247.063 620.591,247.328 621.482,247.594 622.374,247.861 623.265,248.13 624.156,248.399 625.048,248.67 625.939,248.942 626.831,249.215 \n",
       "  627.722,249.489 628.614,249.764 629.505,250.04 630.397,250.318 631.288,250.597 632.179,250.876 633.071,251.157 633.962,251.439 634.854,251.723 635.745,252.007 \n",
       "  636.637,252.292 637.528,252.579 638.42,252.867 639.311,253.155 640.202,253.445 641.094,253.736 641.985,254.029 642.877,254.322 643.768,254.617 644.66,254.912 \n",
       "  645.551,255.209 646.443,255.507 647.334,255.806 648.225,256.106 649.117,256.407 650.008,256.71 650.9,257.013 651.791,257.318 652.683,257.624 653.574,257.931 \n",
       "  654.466,258.239 655.357,258.548 656.248,258.859 657.14,259.17 658.031,259.483 658.923,259.796 659.814,260.111 660.706,260.427 661.597,260.745 662.489,261.063 \n",
       "  663.38,261.382 664.271,261.703 665.163,262.025 666.054,262.347 666.946,262.671 667.837,262.996 668.729,263.323 669.62,263.65 670.512,263.978 671.403,264.308 \n",
       "  672.294,264.639 673.186,264.971 674.077,265.304 674.969,265.638 675.86,265.973 676.752,266.31 677.643,266.647 678.535,266.986 679.426,267.326 680.317,267.667 \n",
       "  681.209,268.009 682.1,268.352 682.992,268.696 683.883,269.042 684.775,269.388 685.666,269.736 686.558,270.085 687.449,270.435 688.34,270.786 689.232,271.139 \n",
       "  690.123,271.492 691.015,271.847 691.906,272.202 692.798,272.559 693.689,272.917 694.581,273.276 695.472,273.636 696.363,273.998 697.255,274.36 698.146,274.724 \n",
       "  699.038,275.088 699.929,275.454 700.821,275.821 701.712,276.189 702.604,276.559 703.495,276.929 704.386,277.301 705.278,277.673 706.169,278.047 707.061,278.422 \n",
       "  707.952,278.798 708.844,279.175 709.735,279.554 710.627,279.933 711.518,280.314 712.409,280.696 713.301,281.078 714.192,281.462 715.084,281.848 715.975,282.234 \n",
       "  716.867,282.621 717.758,283.01 718.65,283.4 719.541,283.79 720.432,284.182 721.324,284.575 722.215,284.97 723.107,285.365 723.998,285.761 724.89,286.159 \n",
       "  725.781,286.558 726.673,286.958 727.564,287.359 728.455,287.761 729.347,288.164 730.238,288.568 731.13,288.974 732.021,289.381 732.913,289.788 733.804,290.197 \n",
       "  734.696,290.607 735.587,291.019 736.478,291.431 737.37,291.844 738.261,292.259 739.153,292.675 740.044,293.092 740.936,293.51 741.827,293.929 742.718,294.349 \n",
       "  743.61,294.77 744.501,295.193 745.393,295.617 746.284,296.041 747.176,296.467 748.067,296.894 748.959,297.323 749.85,297.752 750.741,298.182 751.633,298.614 \n",
       "  752.524,299.047 753.416,299.481 754.307,299.916 755.199,300.352 756.09,300.789 756.982,301.227 757.873,301.667 758.764,302.107 759.656,302.549 760.547,302.992 \n",
       "  761.439,303.436 762.33,303.881 763.222,304.328 764.113,304.775 765.005,305.224 765.896,305.674 766.787,306.124 767.679,306.576 768.57,307.029 769.462,307.484 \n",
       "  770.353,307.939 771.245,308.396 772.136,308.853 773.028,309.312 773.919,309.772 774.81,310.233 775.702,310.695 776.593,311.159 777.485,311.623 778.376,312.089 \n",
       "  779.268,312.555 780.159,313.023 781.051,313.492 781.942,313.962 782.833,314.433 783.725,314.906 784.616,315.379 785.508,315.854 786.399,316.33 787.291,316.807 \n",
       "  788.182,317.285 789.074,317.764 789.965,318.244 790.856,318.726 791.748,319.208 792.639,319.692 793.531,320.177 794.422,320.663 795.314,321.15 796.205,321.638 \n",
       "  797.097,322.128 797.988,322.618 798.879,323.11 799.771,323.602 800.662,324.096 801.554,324.591 802.445,325.088 803.337,325.585 804.228,326.083 805.12,326.583 \n",
       "  806.011,327.084 806.902,327.585 807.794,328.088 808.685,328.593 809.577,329.098 810.468,329.604 811.36,330.112 812.251,330.62 813.143,331.13 814.034,331.641 \n",
       "  814.925,332.153 815.817,332.666 816.708,333.18 817.6,333.696 818.491,334.212 819.383,334.73 820.274,335.249 821.166,335.769 822.057,336.29 822.948,336.812 \n",
       "  823.84,337.336 824.731,337.86 825.623,338.386 826.514,338.913 827.406,339.44 828.297,339.969 829.189,340.5 830.08,341.031 830.971,341.563 831.863,342.097 \n",
       "  832.754,342.632 833.646,343.167 834.537,343.704 835.429,344.242 836.32,344.782 837.212,345.322 838.103,345.864 838.994,346.406 839.886,346.95 840.777,347.495 \n",
       "  841.669,348.041 842.56,348.588 843.452,349.136 844.343,349.686 845.235,350.236 846.126,350.788 847.017,351.341 847.909,351.895 848.8,352.45 849.692,353.006 \n",
       "  850.583,353.563 851.475,354.122 852.366,354.682 853.258,355.242 854.149,355.804 855.04,356.367 855.932,356.931 856.823,357.497 857.715,358.063 858.606,358.631 \n",
       "  859.498,359.199 860.389,359.769 861.281,360.34 862.172,360.912 863.063,361.485 863.955,362.06 864.846,362.635 865.738,363.212 866.629,363.79 867.521,364.368 \n",
       "  868.412,364.948 869.304,365.53 870.195,366.112 871.086,366.695 871.978,367.28 872.869,367.865 873.761,368.452 874.652,369.04 875.544,369.629 876.435,370.22 \n",
       "  877.327,370.811 878.218,371.403 879.109,371.997 880.001,372.592 880.892,373.188 881.784,373.785 882.675,374.383 883.567,374.982 884.458,375.582 885.35,376.184 \n",
       "  886.241,376.787 887.132,377.39 888.024,377.995 888.915,378.601 889.807,379.209 890.698,379.817 891.59,380.426 892.481,381.037 893.373,381.649 894.264,382.262 \n",
       "  895.155,382.876 896.047,383.491 896.938,384.107 897.83,384.724 898.721,385.343 899.613,385.963 900.504,386.583 901.395,387.205 902.287,387.828 903.178,388.453 \n",
       "  904.07,389.078 904.961,389.704 905.853,390.332 906.744,390.961 907.636,391.591 908.527,392.222 909.418,392.854 910.31,393.487 911.201,394.121 912.093,394.757 \n",
       "  912.984,395.394 913.876,396.031 914.767,396.67 915.659,397.31 916.55,397.952 917.441,398.594 918.333,399.237 919.224,399.882 920.116,400.528 921.007,401.175 \n",
       "  921.899,401.823 922.79,402.472 923.682,403.122 924.573,403.773 925.464,404.426 926.356,405.08 927.247,405.734 928.139,406.39 929.03,407.047 929.922,407.706 \n",
       "  930.813,408.365 931.705,409.025 932.596,409.687 933.487,410.35 934.379,411.013 935.27,411.678 936.162,412.345 937.053,413.012 937.945,413.68 938.836,414.35 \n",
       "  939.728,415.02 940.619,415.692 941.51,416.365 942.402,417.039 943.293,417.714 944.185,418.391 945.076,419.068 945.968,419.747 946.859,420.426 947.751,421.107 \n",
       "  948.642,421.789 949.533,422.472 950.425,423.157 951.316,423.842 952.208,424.529 953.099,425.216 953.991,425.905 954.882,426.595 955.774,427.286 956.665,427.978 \n",
       "  957.556,428.671 958.448,429.366 959.339,430.061 960.231,430.758 961.122,431.456 962.014,432.155 962.905,432.855 963.797,433.556 964.688,434.259 965.579,434.962 \n",
       "  966.471,435.667 967.362,436.373 968.254,437.08 969.145,437.788 970.037,438.497 970.928,439.207 971.82,439.918 972.711,440.631 973.602,441.345 974.494,442.06 \n",
       "  975.385,442.776 976.277,443.493 977.168,444.211 978.06,444.93 978.951,445.651 979.843,446.372 980.734,447.095 981.625,447.819 982.517,448.544 983.408,449.27 \n",
       "  984.3,449.998 985.191,450.726 986.083,451.456 986.974,452.186 987.866,452.918 988.757,453.651 989.648,454.385 990.54,455.12 991.431,455.857 992.323,456.594 \n",
       "  993.214,457.333 994.106,458.073 994.997,458.814 995.889,459.556 996.78,460.299 997.671,461.043 998.563,461.789 999.454,462.535 1000.35,463.283 1001.24,464.032 \n",
       "  1002.13,464.782 1003.02,465.533 1003.91,466.285 1004.8,467.038 1005.69,467.793 1006.59,468.548 1007.48,469.305 1008.37,470.063 1009.26,470.822 1010.15,471.582 \n",
       "  1011.04,472.343 1011.93,473.106 1012.83,473.869 1013.72,474.634 1014.61,475.4 1015.5,476.167 1016.39,476.935 1017.28,477.704 1018.17,478.475 1019.07,479.246 \n",
       "  1019.96,480.019 1020.85,480.792 1021.74,481.567 1022.63,482.343 1023.52,483.121 1024.41,483.899 1025.31,484.678 1026.2,485.459 1027.09,486.24 1027.98,487.023 \n",
       "  1028.87,487.807 1029.76,488.592 1030.65,489.379 1031.55,490.166 1032.44,490.954 1033.33,491.744 1034.22,492.535 1035.11,493.327 1036,494.12 1036.89,494.914 \n",
       "  1037.79,495.709 1038.68,496.505 1039.57,497.303 1040.46,498.102 1041.35,498.902 1042.24,499.702 1043.14,500.505 1044.03,501.308 1044.92,502.112 1045.81,502.918 \n",
       "  1046.7,503.724 1047.59,504.532 1048.48,505.341 1049.38,506.151 1050.27,506.962 1051.16,507.774 1052.05,508.588 1052.94,509.402 1053.83,510.218 1054.72,511.035 \n",
       "  1055.62,511.853 1056.51,512.672 1057.4,513.492 1058.29,514.313 1059.18,515.136 1060.07,515.959 1060.96,516.784 1061.86,517.61 1062.75,518.437 1063.64,519.265 \n",
       "  1064.53,520.094 1065.42,520.925 1066.31,521.756 1067.2,522.589 1068.1,523.423 1068.99,524.258 1069.88,525.094 1070.77,525.931 1071.66,526.769 1072.55,527.609 \n",
       "  1073.44,528.449 1074.34,529.291 1075.23,530.134 1076.12,530.978 1077.01,531.823 1077.9,532.669 1078.79,533.517 1079.68,534.365 1080.58,535.215 1081.47,536.066 \n",
       "  1082.36,536.918 1083.25,537.771 1084.14,538.625 1085.03,539.48 1085.92,540.337 1086.82,541.194 1087.71,542.053 1088.6,542.913 1089.49,543.774 1090.38,544.636 \n",
       "  1091.27,545.499 1092.16,546.364 1093.06,547.229 1093.95,548.096 1094.84,548.964 1095.73,549.833 1096.62,550.703 1097.51,551.574 1098.4,552.446 1099.3,553.32 \n",
       "  1100.19,554.194 1101.08,555.07 1101.97,555.947 1102.86,556.825 1103.75,557.704 1104.64,558.584 1105.54,559.465 1106.43,560.348 1107.32,561.232 1108.21,562.116 \n",
       "  1109.1,563.002 1109.99,563.889 1110.88,564.778 1111.78,565.667 1112.67,566.557 1113.56,567.449 1114.45,568.342 1115.34,569.236 1116.23,570.131 1117.12,571.027 \n",
       "  1118.02,571.924 1118.91,572.822 1119.8,573.722 1120.69,574.622 1121.58,575.524 1122.47,576.427 1123.37,577.331 1124.26,578.236 1125.15,579.143 1126.04,580.05 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip1000)\" d=\"\n",
       "M1408.77 687.475 L2352.76 687.475 L2352.76 47.2441 L1408.77 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1003\">\n",
       "    <rect x=\"1408\" y=\"47\" width=\"945\" height=\"641\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1435.49,687.475 1435.49,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1658.13,687.475 1658.13,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1880.76,687.475 1880.76,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2103.4,687.475 2103.4,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2326.04,687.475 2326.04,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,596.013 2352.76,596.013 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,481.686 2352.76,481.686 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,367.359 2352.76,367.359 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,253.033 2352.76,253.033 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,138.706 2352.76,138.706 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,687.475 2352.76,687.475 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,687.475 1408.77,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1435.49,687.475 1435.49,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1658.13,687.475 1658.13,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1880.76,687.475 1880.76,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2103.4,687.475 2103.4,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2326.04,687.475 2326.04,677.871 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,596.013 1422.93,596.013 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,481.686 1422.93,481.686 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,367.359 1422.93,367.359 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,253.033 1422.93,253.033 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,138.706 1422.93,138.706 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1435.49, 741.475)\" x=\"1435.49\" y=\"741.475\">-1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1658.13, 741.475)\" x=\"1658.13\" y=\"741.475\">-0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1880.76, 741.475)\" x=\"1880.76\" y=\"741.475\">0.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2103.4, 741.475)\" x=\"2103.4\" y=\"741.475\">0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2326.04, 741.475)\" x=\"2326.04\" y=\"741.475\">1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 613.513)\" x=\"1384.77\" y=\"613.513\">-0.50</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 499.186)\" x=\"1384.77\" y=\"499.186\">-0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 384.859)\" x=\"1384.77\" y=\"384.859\">0.00</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 270.533)\" x=\"1384.77\" y=\"270.533\">0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 156.206)\" x=\"1384.77\" y=\"156.206\">0.50</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1996.73\" cy=\"393.505\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1996.73\" cy=\"393.505\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1776.99\" cy=\"177.973\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1776.99\" cy=\"177.973\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1695.33\" cy=\"182.717\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1695.33\" cy=\"182.717\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1637.25\" cy=\"243.483\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1637.25\" cy=\"243.483\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2262.04\" cy=\"390.52\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2262.04\" cy=\"390.52\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2325.26\" cy=\"456.271\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2325.26\" cy=\"456.271\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2194.9\" cy=\"490.712\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2194.9\" cy=\"490.712\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2055\" cy=\"516.653\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2055\" cy=\"516.653\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1790.97\" cy=\"216.14\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1790.97\" cy=\"216.14\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1489.73\" cy=\"210.152\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1489.73\" cy=\"210.152\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1450.47\" cy=\"354.594\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1450.47\" cy=\"354.594\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1619.31\" cy=\"171.373\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1619.31\" cy=\"171.373\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1961.35\" cy=\"360.028\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1961.35\" cy=\"360.028\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1465.26\" cy=\"310.103\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1465.26\" cy=\"310.103\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1787.32\" cy=\"163.703\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1787.32\" cy=\"163.703\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1750.91\" cy=\"216.54\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1750.91\" cy=\"216.54\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1845.48\" cy=\"166.539\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1845.48\" cy=\"166.539\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2245.13\" cy=\"511.479\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2245.13\" cy=\"511.479\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2087.98\" cy=\"537.333\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2087.98\" cy=\"537.333\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1879.77\" cy=\"83.2009\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1879.77\" cy=\"83.2009\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2261.01\" cy=\"427.196\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2261.01\" cy=\"427.196\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2166.89\" cy=\"592.707\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2166.89\" cy=\"592.707\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2216.14\" cy=\"535.946\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2216.14\" cy=\"535.946\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1562.12\" cy=\"226.828\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1562.12\" cy=\"226.828\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1732.63\" cy=\"130.637\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1732.63\" cy=\"130.637\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1743.11\" cy=\"229.582\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1743.11\" cy=\"229.582\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2316.95\" cy=\"383.437\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2316.95\" cy=\"383.437\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1786.36\" cy=\"88.025\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1786.36\" cy=\"88.025\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2105.12\" cy=\"489.731\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2105.12\" cy=\"489.731\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2269.84\" cy=\"365.772\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2269.84\" cy=\"365.772\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1600.52\" cy=\"262.714\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1600.52\" cy=\"262.714\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1881.35\" cy=\"198.047\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1881.35\" cy=\"198.047\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1725.36\" cy=\"177.62\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1725.36\" cy=\"177.62\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1478.79\" cy=\"239.574\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1478.79\" cy=\"239.574\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1842.2\" cy=\"155.646\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1842.2\" cy=\"155.646\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2102.9\" cy=\"488.772\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2102.9\" cy=\"488.772\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2260.91\" cy=\"480.157\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2260.91\" cy=\"480.157\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1578.9\" cy=\"207.154\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1578.9\" cy=\"207.154\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2312.77\" cy=\"339.592\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2312.77\" cy=\"339.592\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1770.53\" cy=\"224.615\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1770.53\" cy=\"224.615\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1807.87\" cy=\"211.068\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1807.87\" cy=\"211.068\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1603.53\" cy=\"143.076\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1603.53\" cy=\"143.076\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1588.13\" cy=\"234.913\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1588.13\" cy=\"234.913\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1510.36\" cy=\"249.444\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1510.36\" cy=\"249.444\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2160.23\" cy=\"502.724\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2160.23\" cy=\"502.724\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1940.27\" cy=\"295.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1940.27\" cy=\"295.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1482.23\" cy=\"363.223\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1482.23\" cy=\"363.223\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1710.43\" cy=\"264.809\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1710.43\" cy=\"264.809\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2093.77\" cy=\"489.613\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2093.77\" cy=\"489.613\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1766.84\" cy=\"187.156\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1766.84\" cy=\"187.156\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2199.66\" cy=\"502.941\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2199.66\" cy=\"502.941\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1573.51\" cy=\"164.708\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1573.51\" cy=\"164.708\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1695.76\" cy=\"78.5558\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1695.76\" cy=\"78.5558\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1873.97\" cy=\"208.334\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1873.97\" cy=\"208.334\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1852.42\" cy=\"171.333\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1852.42\" cy=\"171.333\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2057.46\" cy=\"603.092\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2057.46\" cy=\"603.092\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1451.67\" cy=\"395.462\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1451.67\" cy=\"395.462\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2052.04\" cy=\"466.716\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2052.04\" cy=\"466.716\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2042.7\" cy=\"411.2\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2042.7\" cy=\"411.2\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2223.21\" cy=\"449.669\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2223.21\" cy=\"449.669\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2139.79\" cy=\"513.724\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2139.79\" cy=\"513.724\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1779.57\" cy=\"251.838\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1779.57\" cy=\"251.838\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2124.82\" cy=\"567.05\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2124.82\" cy=\"567.05\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2198.78\" cy=\"504.019\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2198.78\" cy=\"504.019\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1731.15\" cy=\"212.921\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1731.15\" cy=\"212.921\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1853.87\" cy=\"247.244\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1853.87\" cy=\"247.244\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1828.91\" cy=\"173.786\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1828.91\" cy=\"173.786\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1575.13\" cy=\"161.808\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1575.13\" cy=\"161.808\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1578.54\" cy=\"234.767\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1578.54\" cy=\"234.767\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1473.59\" cy=\"277.088\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1473.59\" cy=\"277.088\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1589.97\" cy=\"149.156\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1589.97\" cy=\"149.156\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1488.04\" cy=\"245.341\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1488.04\" cy=\"245.341\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2180.49\" cy=\"543.853\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2180.49\" cy=\"543.853\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1683.34\" cy=\"245.201\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1683.34\" cy=\"245.201\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1440.47\" cy=\"335.392\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1440.47\" cy=\"335.392\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1782.37\" cy=\"187.228\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1782.37\" cy=\"187.228\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1528.3\" cy=\"188.587\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1528.3\" cy=\"188.587\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1450.95\" cy=\"356.602\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1450.95\" cy=\"356.602\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1580.23\" cy=\"176.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1580.23\" cy=\"176.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1752.99\" cy=\"150.581\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1752.99\" cy=\"150.581\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1537.73\" cy=\"178.323\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1537.73\" cy=\"178.323\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2108.71\" cy=\"502.794\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2108.71\" cy=\"502.794\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1695.67\" cy=\"152.574\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1695.67\" cy=\"152.574\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1587.48\" cy=\"144.715\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1587.48\" cy=\"144.715\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1660.95\" cy=\"260.368\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1660.95\" cy=\"260.368\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2208.23\" cy=\"588.778\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2208.23\" cy=\"588.778\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1748.57\" cy=\"172.881\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1748.57\" cy=\"172.881\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1756.8\" cy=\"173.007\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1756.8\" cy=\"173.007\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2072.25\" cy=\"502.212\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2072.25\" cy=\"502.212\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2145.12\" cy=\"510.223\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2145.12\" cy=\"510.223\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1924.67\" cy=\"266.293\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1924.67\" cy=\"266.293\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2301.44\" cy=\"406.737\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2301.44\" cy=\"406.737\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1652.06\" cy=\"169.757\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1652.06\" cy=\"169.757\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2000.02\" cy=\"471.844\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2000.02\" cy=\"471.844\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2300.97\" cy=\"389.342\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2300.97\" cy=\"389.342\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1673.47\" cy=\"199.933\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1673.47\" cy=\"199.933\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1545.34\" cy=\"177.647\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1545.34\" cy=\"177.647\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1745.24\" cy=\"137.594\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1745.24\" cy=\"137.594\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1960.14\" cy=\"379.288\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1960.14\" cy=\"379.288\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2171.25\" cy=\"502.653\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1003)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2171.25\" cy=\"502.653\" r=\"7\"/>\n",
       "<polyline clip-path=\"url(#clip1003)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1435.49,428.802 1436.38,423.826 1437.27,418.932 1438.16,414.117 1439.05,409.382 1439.94,404.726 1440.84,400.147 1441.73,395.644 1442.62,391.217 1443.51,386.865 \n",
       "  1444.4,382.587 1445.29,378.381 1446.18,374.248 1447.08,370.186 1447.97,366.195 1448.86,362.272 1449.75,358.419 1450.64,354.633 1451.53,350.914 1452.42,347.261 \n",
       "  1453.32,343.674 1454.21,340.151 1455.1,336.691 1455.99,333.295 1456.88,329.96 1457.77,326.687 1458.66,323.474 1459.56,320.321 1460.45,317.226 1461.34,314.19 \n",
       "  1462.23,311.211 1463.12,308.288 1464.01,305.422 1464.9,302.61 1465.8,299.853 1466.69,297.149 1467.58,294.499 1468.47,291.9 1469.36,289.353 1470.25,286.857 \n",
       "  1471.14,284.411 1472.04,282.014 1472.93,279.666 1473.82,277.366 1474.71,275.113 1475.6,272.906 1476.49,270.746 1477.38,268.631 1478.28,266.561 1479.17,264.535 \n",
       "  1480.06,262.552 1480.95,260.612 1481.84,258.714 1482.73,256.857 1483.62,255.041 1484.52,253.266 1485.41,251.53 1486.3,249.834 1487.19,248.175 1488.08,246.555 \n",
       "  1488.97,244.972 1489.87,243.426 1490.76,241.915 1491.65,240.441 1492.54,239.001 1493.43,237.596 1494.32,236.225 1495.21,234.887 1496.11,233.582 1497,232.309 \n",
       "  1497.89,231.068 1498.78,229.858 1499.67,228.679 1500.56,227.53 1501.45,226.411 1502.35,225.321 1503.24,224.259 1504.13,223.226 1505.02,222.221 1505.91,221.243 \n",
       "  1506.8,220.291 1507.69,219.366 1508.59,218.466 1509.48,217.592 1510.37,216.743 1511.26,215.918 1512.15,215.117 1513.04,214.34 1513.93,213.586 1514.83,212.854 \n",
       "  1515.72,212.145 1516.61,211.457 1517.5,210.791 1518.39,210.146 1519.28,209.521 1520.17,208.916 1521.07,208.331 1521.96,207.766 1522.85,207.219 1523.74,206.691 \n",
       "  1524.63,206.182 1525.52,205.69 1526.41,205.215 1527.31,204.757 1528.2,204.317 1529.09,203.892 1529.98,203.483 1530.87,203.09 1531.76,202.713 1532.65,202.35 \n",
       "  1533.55,202.001 1534.44,201.667 1535.33,201.347 1536.22,201.041 1537.11,200.747 1538,200.467 1538.89,200.199 1539.79,199.944 1540.68,199.7 1541.57,199.468 \n",
       "  1542.46,199.248 1543.35,199.038 1544.24,198.84 1545.13,198.652 1546.03,198.474 1546.92,198.306 1547.81,198.147 1548.7,197.998 1549.59,197.858 1550.48,197.727 \n",
       "  1551.37,197.605 1552.27,197.491 1553.16,197.385 1554.05,197.287 1554.94,197.196 1555.83,197.113 1556.72,197.036 1557.61,196.967 1558.51,196.904 1559.4,196.848 \n",
       "  1560.29,196.797 1561.18,196.753 1562.07,196.714 1562.96,196.681 1563.85,196.653 1564.75,196.63 1565.64,196.612 1566.53,196.599 1567.42,196.59 1568.31,196.585 \n",
       "  1569.2,196.584 1570.09,196.588 1570.99,196.595 1571.88,196.605 1572.77,196.619 1573.66,196.635 1574.55,196.655 1575.44,196.678 1576.34,196.703 1577.23,196.731 \n",
       "  1578.12,196.761 1579.01,196.793 1579.9,196.827 1580.79,196.863 1581.68,196.9 1582.58,196.939 1583.47,196.979 1584.36,197.021 1585.25,197.064 1586.14,197.107 \n",
       "  1587.03,197.152 1587.92,197.197 1588.82,197.243 1589.71,197.289 1590.6,197.335 1591.49,197.382 1592.38,197.428 1593.27,197.475 1594.16,197.521 1595.06,197.567 \n",
       "  1595.95,197.613 1596.84,197.658 1597.73,197.703 1598.62,197.747 1599.51,197.79 1600.4,197.832 1601.3,197.874 1602.19,197.914 1603.08,197.953 1603.97,197.991 \n",
       "  1604.86,198.027 1605.75,198.062 1606.64,198.096 1607.54,198.127 1608.43,198.158 1609.32,198.186 1610.21,198.213 1611.1,198.238 1611.99,198.261 1612.88,198.282 \n",
       "  1613.78,198.301 1614.67,198.318 1615.56,198.333 1616.45,198.345 1617.34,198.355 1618.23,198.363 1619.12,198.369 1620.02,198.372 1620.91,198.372 1621.8,198.37 \n",
       "  1622.69,198.366 1623.58,198.359 1624.47,198.349 1625.36,198.337 1626.26,198.322 1627.15,198.304 1628.04,198.283 1628.93,198.26 1629.82,198.234 1630.71,198.205 \n",
       "  1631.6,198.173 1632.5,198.138 1633.39,198.101 1634.28,198.06 1635.17,198.017 1636.06,197.97 1636.95,197.921 1637.84,197.869 1638.74,197.813 1639.63,197.755 \n",
       "  1640.52,197.694 1641.41,197.629 1642.3,197.562 1643.19,197.491 1644.08,197.418 1644.98,197.342 1645.87,197.262 1646.76,197.18 1647.65,197.095 1648.54,197.006 \n",
       "  1649.43,196.915 1650.32,196.821 1651.22,196.723 1652.11,196.623 1653,196.52 1653.89,196.414 1654.78,196.305 1655.67,196.193 1656.57,196.079 1657.46,195.961 \n",
       "  1658.35,195.841 1659.24,195.718 1660.13,195.592 1661.02,195.463 1661.91,195.332 1662.81,195.198 1663.7,195.061 1664.59,194.922 1665.48,194.78 1666.37,194.635 \n",
       "  1667.26,194.488 1668.15,194.338 1669.05,194.186 1669.94,194.032 1670.83,193.875 1671.72,193.716 1672.61,193.554 1673.5,193.39 1674.39,193.224 1675.29,193.056 \n",
       "  1676.18,192.886 1677.07,192.713 1677.96,192.538 1678.85,192.362 1679.74,192.183 1680.63,192.003 1681.53,191.82 1682.42,191.636 1683.31,191.45 1684.2,191.262 \n",
       "  1685.09,191.073 1685.98,190.882 1686.87,190.689 1687.77,190.495 1688.66,190.3 1689.55,190.103 1690.44,189.904 1691.33,189.705 1692.22,189.504 1693.11,189.302 \n",
       "  1694.01,189.099 1694.9,188.894 1695.79,188.689 1696.68,188.483 1697.57,188.276 1698.46,188.068 1699.35,187.859 1700.25,187.65 1701.14,187.44 1702.03,187.229 \n",
       "  1702.92,187.018 1703.81,186.807 1704.7,186.595 1705.59,186.382 1706.49,186.17 1707.38,185.957 1708.27,185.744 1709.16,185.531 1710.05,185.318 1710.94,185.105 \n",
       "  1711.83,184.893 1712.73,184.68 1713.62,184.468 1714.51,184.256 1715.4,184.045 1716.29,183.834 1717.18,183.624 1718.07,183.414 1718.97,183.205 1719.86,182.996 \n",
       "  1720.75,182.789 1721.64,182.582 1722.53,182.377 1723.42,182.172 1724.31,181.969 1725.21,181.767 1726.1,181.566 1726.99,181.366 1727.88,181.168 1728.77,180.971 \n",
       "  1729.66,180.776 1730.55,180.583 1731.45,180.391 1732.34,180.201 1733.23,180.012 1734.12,179.826 1735.01,179.642 1735.9,179.46 1736.79,179.279 1737.69,179.101 \n",
       "  1738.58,178.926 1739.47,178.753 1740.36,178.582 1741.25,178.413 1742.14,178.247 1743.04,178.084 1743.93,177.924 1744.82,177.766 1745.71,177.611 1746.6,177.459 \n",
       "  1747.49,177.311 1748.38,177.165 1749.28,177.022 1750.17,176.883 1751.06,176.747 1751.95,176.614 1752.84,176.485 1753.73,176.359 1754.62,176.236 1755.52,176.118 \n",
       "  1756.41,176.003 1757.3,175.892 1758.19,175.785 1759.08,175.681 1759.97,175.582 1760.86,175.487 1761.76,175.396 1762.65,175.309 1763.54,175.226 1764.43,175.148 \n",
       "  1765.32,175.074 1766.21,175.005 1767.1,174.94 1768,174.879 1768.89,174.824 1769.78,174.773 1770.67,174.727 1771.56,174.686 1772.45,174.65 1773.34,174.619 \n",
       "  1774.24,174.593 1775.13,174.572 1776.02,174.556 1776.91,174.546 1777.8,174.541 1778.69,174.541 1779.58,174.547 1780.48,174.558 1781.37,174.575 1782.26,174.597 \n",
       "  1783.15,174.625 1784.04,174.659 1784.93,174.699 1785.82,174.745 1786.72,174.796 1787.61,174.854 1788.5,174.918 1789.39,174.988 1790.28,175.064 1791.17,175.146 \n",
       "  1792.06,175.234 1792.96,175.329 1793.85,175.43 1794.74,175.538 1795.63,175.652 1796.52,175.773 1797.41,175.9 1798.3,176.034 1799.2,176.175 1800.09,176.322 \n",
       "  1800.98,176.477 1801.87,176.638 1802.76,176.806 1803.65,176.981 1804.54,177.163 1805.44,177.352 1806.33,177.548 1807.22,177.752 1808.11,177.962 1809,178.18 \n",
       "  1809.89,178.405 1810.78,178.638 1811.68,178.878 1812.57,179.125 1813.46,179.379 1814.35,179.642 1815.24,179.911 1816.13,180.189 1817.02,180.474 1817.92,180.766 \n",
       "  1818.81,181.066 1819.7,181.374 1820.59,181.69 1821.48,182.014 1822.37,182.345 1823.27,182.684 1824.16,183.031 1825.05,183.387 1825.94,183.75 1826.83,184.121 \n",
       "  1827.72,184.5 1828.61,184.887 1829.51,185.282 1830.4,185.685 1831.29,186.097 1832.18,186.517 1833.07,186.944 1833.96,187.38 1834.85,187.825 1835.75,188.277 \n",
       "  1836.64,188.738 1837.53,189.207 1838.42,189.685 1839.31,190.171 1840.2,190.665 1841.09,191.168 1841.99,191.679 1842.88,192.198 1843.77,192.726 1844.66,193.262 \n",
       "  1845.55,193.807 1846.44,194.361 1847.33,194.923 1848.23,195.493 1849.12,196.072 1850.01,196.659 1850.9,197.255 1851.79,197.86 1852.68,198.473 1853.57,199.094 \n",
       "  1854.47,199.725 1855.36,200.363 1856.25,201.011 1857.14,201.667 1858.03,202.331 1858.92,203.005 1859.81,203.686 1860.71,204.377 1861.6,205.076 1862.49,205.783 \n",
       "  1863.38,206.5 1864.27,207.224 1865.16,207.958 1866.05,208.7 1866.95,209.45 1867.84,210.21 1868.73,210.977 1869.62,211.754 1870.51,212.538 1871.4,213.332 \n",
       "  1872.29,214.134 1873.19,214.944 1874.08,215.763 1874.97,216.59 1875.86,217.426 1876.75,218.271 1877.64,219.123 1878.53,219.985 1879.43,220.854 1880.32,221.733 \n",
       "  1881.21,222.619 1882.1,223.514 1882.99,224.417 1883.88,225.328 1884.77,226.248 1885.67,227.176 1886.56,228.113 1887.45,229.057 1888.34,230.01 1889.23,230.971 \n",
       "  1890.12,231.94 1891.01,232.917 1891.91,233.902 1892.8,234.895 1893.69,235.897 1894.58,236.906 1895.47,237.923 1896.36,238.948 1897.25,239.982 1898.15,241.022 \n",
       "  1899.04,242.071 1899.93,243.128 1900.82,244.192 1901.71,245.264 1902.6,246.344 1903.49,247.431 1904.39,248.526 1905.28,249.628 1906.17,250.738 1907.06,251.855 \n",
       "  1907.95,252.98 1908.84,254.112 1909.74,255.251 1910.63,256.398 1911.52,257.552 1912.41,258.713 1913.3,259.881 1914.19,261.056 1915.08,262.239 1915.98,263.428 \n",
       "  1916.87,264.624 1917.76,265.827 1918.65,267.037 1919.54,268.253 1920.43,269.476 1921.32,270.706 1922.22,271.943 1923.11,273.186 1924,274.435 1924.89,275.691 \n",
       "  1925.78,276.953 1926.67,278.221 1927.56,279.496 1928.46,280.776 1929.35,282.063 1930.24,283.356 1931.13,284.655 1932.02,285.959 1932.91,287.27 1933.8,288.586 \n",
       "  1934.7,289.908 1935.59,291.235 1936.48,292.568 1937.37,293.907 1938.26,295.251 1939.15,296.6 1940.04,297.954 1940.94,299.314 1941.83,300.678 1942.72,302.048 \n",
       "  1943.61,303.423 1944.5,304.802 1945.39,306.186 1946.28,307.575 1947.18,308.969 1948.07,310.367 1948.96,311.77 1949.85,313.177 1950.74,314.588 1951.63,316.003 \n",
       "  1952.52,317.423 1953.42,318.847 1954.31,320.274 1955.2,321.706 1956.09,323.141 1956.98,324.58 1957.87,326.022 1958.76,327.469 1959.66,328.918 1960.55,330.371 \n",
       "  1961.44,331.827 1962.33,333.287 1963.22,334.749 1964.11,336.214 1965,337.683 1965.9,339.154 1966.79,340.627 1967.68,342.104 1968.57,343.583 1969.46,345.064 \n",
       "  1970.35,346.548 1971.24,348.033 1972.14,349.521 1973.03,351.011 1973.92,352.503 1974.81,353.997 1975.7,355.493 1976.59,356.99 1977.48,358.488 1978.38,359.988 \n",
       "  1979.27,361.49 1980.16,362.993 1981.05,364.496 1981.94,366.001 1982.83,367.507 1983.72,369.013 1984.62,370.52 1985.51,372.028 1986.4,373.537 1987.29,375.045 \n",
       "  1988.18,376.554 1989.07,378.063 1989.97,379.573 1990.86,381.082 1991.75,382.591 1992.64,384.1 1993.53,385.608 1994.42,387.116 1995.31,388.624 1996.21,390.13 \n",
       "  1997.1,391.636 1997.99,393.141 1998.88,394.645 1999.77,396.148 2000.66,397.65 2001.55,399.15 2002.45,400.649 2003.34,402.146 2004.23,403.641 2005.12,405.135 \n",
       "  2006.01,406.627 2006.9,408.116 2007.79,409.604 2008.69,411.089 2009.58,412.572 2010.47,414.053 2011.36,415.531 2012.25,417.006 2013.14,418.478 2014.03,419.947 \n",
       "  2014.93,421.414 2015.82,422.877 2016.71,424.337 2017.6,425.793 2018.49,427.246 2019.38,428.695 2020.27,430.141 2021.17,431.582 2022.06,433.02 2022.95,434.453 \n",
       "  2023.84,435.883 2024.73,437.308 2025.62,438.728 2026.51,440.144 2027.41,441.555 2028.3,442.962 2029.19,444.363 2030.08,445.759 2030.97,447.151 2031.86,448.537 \n",
       "  2032.75,449.917 2033.65,451.292 2034.54,452.662 2035.43,454.026 2036.32,455.384 2037.21,456.735 2038.1,458.081 2038.99,459.421 2039.89,460.754 2040.78,462.081 \n",
       "  2041.67,463.401 2042.56,464.715 2043.45,466.022 2044.34,467.322 2045.23,468.614 2046.13,469.9 2047.02,471.179 2047.91,472.45 2048.8,473.713 2049.69,474.97 \n",
       "  2050.58,476.218 2051.47,477.459 2052.37,478.691 2053.26,479.916 2054.15,481.132 2055.04,482.34 2055.93,483.54 2056.82,484.731 2057.71,485.914 2058.61,487.088 \n",
       "  2059.5,488.253 2060.39,489.409 2061.28,490.556 2062.17,491.694 2063.06,492.823 2063.95,493.943 2064.85,495.052 2065.74,496.153 2066.63,497.243 2067.52,498.324 \n",
       "  2068.41,499.395 2069.3,500.456 2070.19,501.507 2071.09,502.547 2071.98,503.577 2072.87,504.597 2073.76,505.607 2074.65,506.605 2075.54,507.593 2076.44,508.57 \n",
       "  2077.33,509.536 2078.22,510.491 2079.11,511.435 2080,512.368 2080.89,513.289 2081.78,514.199 2082.68,515.098 2083.57,515.985 2084.46,516.86 2085.35,517.723 \n",
       "  2086.24,518.574 2087.13,519.414 2088.02,520.241 2088.92,521.056 2089.81,521.859 2090.7,522.65 2091.59,523.428 2092.48,524.193 2093.37,524.946 2094.26,525.687 \n",
       "  2095.16,526.414 2096.05,527.129 2096.94,527.831 2097.83,528.519 2098.72,529.195 2099.61,529.857 2100.5,530.506 2101.4,531.142 2102.29,531.765 2103.18,532.374 \n",
       "  2104.07,532.969 2104.96,533.551 2105.85,534.119 2106.74,534.673 2107.64,535.213 2108.53,535.74 2109.42,536.252 2110.31,536.751 2111.2,537.235 2112.09,537.705 \n",
       "  2112.98,538.161 2113.88,538.603 2114.77,539.03 2115.66,539.443 2116.55,539.841 2117.44,540.225 2118.33,540.594 2119.22,540.949 2120.12,541.289 2121.01,541.614 \n",
       "  2121.9,541.925 2122.79,542.22 2123.68,542.501 2124.57,542.767 2125.46,543.018 2126.36,543.254 2127.25,543.474 2128.14,543.68 2129.03,543.871 2129.92,544.046 \n",
       "  2130.81,544.207 2131.7,544.352 2132.6,544.482 2133.49,544.597 2134.38,544.696 2135.27,544.78 2136.16,544.849 2137.05,544.902 2137.94,544.94 2138.84,544.963 \n",
       "  2139.73,544.97 2140.62,544.962 2141.51,544.938 2142.4,544.899 2143.29,544.844 2144.18,544.774 2145.08,544.689 2145.97,544.588 2146.86,544.471 2147.75,544.339 \n",
       "  2148.64,544.192 2149.53,544.029 2150.42,543.851 2151.32,543.657 2152.21,543.448 2153.1,543.223 2153.99,542.983 2154.88,542.728 2155.77,542.457 2156.67,542.171 \n",
       "  2157.56,541.87 2158.45,541.553 2159.34,541.221 2160.23,540.874 2161.12,540.512 2162.01,540.134 2162.91,539.742 2163.8,539.334 2164.69,538.911 2165.58,538.473 \n",
       "  2166.47,538.021 2167.36,537.553 2168.25,537.071 2169.15,536.573 2170.04,536.061 2170.93,535.535 2171.82,534.994 2172.71,534.438 2173.6,533.867 2174.49,533.283 \n",
       "  2175.39,532.684 2176.28,532.07 2177.17,531.443 2178.06,530.801 2178.95,530.146 2179.84,529.476 2180.73,528.793 2181.63,528.096 2182.52,527.385 2183.41,526.661 \n",
       "  2184.3,525.923 2185.19,525.172 2186.08,524.407 2186.97,523.63 2187.87,522.839 2188.76,522.035 2189.65,521.219 2190.54,520.39 2191.43,519.548 2192.32,518.694 \n",
       "  2193.21,517.828 2194.11,516.949 2195,516.059 2195.89,515.156 2196.78,514.242 2197.67,513.316 2198.56,512.379 2199.45,511.43 2200.35,510.47 2201.24,509.499 \n",
       "  2202.13,508.518 2203.02,507.525 2203.91,506.522 2204.8,505.509 2205.69,504.486 2206.59,503.452 2207.48,502.409 2208.37,501.356 2209.26,500.294 2210.15,499.222 \n",
       "  2211.04,498.142 2211.93,497.052 2212.83,495.954 2213.72,494.847 2214.61,493.732 2215.5,492.609 2216.39,491.479 2217.28,490.34 2218.17,489.195 2219.07,488.042 \n",
       "  2219.96,486.882 2220.85,485.716 2221.74,484.543 2222.63,483.364 2223.52,482.179 2224.41,480.988 2225.31,479.792 2226.2,478.59 2227.09,477.384 2227.98,476.173 \n",
       "  2228.87,474.957 2229.76,473.738 2230.65,472.514 2231.55,471.287 2232.44,470.057 2233.33,468.824 2234.22,467.588 2235.11,466.35 2236,465.109 2236.89,463.867 \n",
       "  2237.79,462.623 2238.68,461.378 2239.57,460.133 2240.46,458.886 2241.35,457.64 2242.24,456.394 2243.14,455.148 2244.03,453.903 2244.92,452.659 2245.81,451.417 \n",
       "  2246.7,450.176 2247.59,448.938 2248.48,447.703 2249.38,446.47 2250.27,445.241 2251.16,444.015 2252.05,442.793 2252.94,441.576 2253.83,440.364 2254.72,439.157 \n",
       "  2255.62,437.956 2256.51,436.761 2257.4,435.572 2258.29,434.391 2259.18,433.216 2260.07,432.049 2260.96,430.891 2261.86,429.741 2262.75,428.6 2263.64,427.469 \n",
       "  2264.53,426.347 2265.42,425.236 2266.31,424.136 2267.2,423.047 2268.1,421.97 2268.99,420.906 2269.88,419.854 2270.77,418.815 2271.66,417.79 2272.55,416.779 \n",
       "  2273.44,415.783 2274.34,414.803 2275.23,413.838 2276.12,412.889 2277.01,411.957 2277.9,411.043 2278.79,410.146 2279.68,409.268 2280.58,408.408 2281.47,407.569 \n",
       "  2282.36,406.749 2283.25,405.95 2284.14,405.172 2285.03,404.416 2285.92,403.682 2286.82,402.971 2287.71,402.284 2288.6,401.62 2289.49,400.982 2290.38,400.369 \n",
       "  2291.27,399.782 2292.16,399.221 2293.06,398.688 2293.95,398.182 2294.84,397.705 2295.73,397.257 2296.62,396.839 2297.51,396.451 2298.4,396.095 2299.3,395.77 \n",
       "  2300.19,395.477 2301.08,395.218 2301.97,394.992 2302.86,394.801 2303.75,394.645 2304.64,394.526 2305.54,394.442 2306.43,394.396 2307.32,394.389 2308.21,394.42 \n",
       "  2309.1,394.49 2309.99,394.601 2310.88,394.753 2311.78,394.946 2312.67,395.183 2313.56,395.462 2314.45,395.786 2315.34,396.154 2316.23,396.569 2317.12,397.03 \n",
       "  2318.02,397.538 2318.91,398.094 2319.8,398.699 2320.69,399.354 2321.58,400.06 2322.47,400.817 2323.37,401.626 2324.26,402.489 2325.15,403.405 2326.04,404.377 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip1000)\" d=\"\n",
       "M208.77 1487.47 L1152.76 1487.47 L1152.76 847.244 L208.77 847.244  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1004\">\n",
       "    <rect x=\"208\" y=\"847\" width=\"945\" height=\"641\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  235.487,1487.47 235.487,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  458.125,1487.47 458.125,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  680.763,1487.47 680.763,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  903.401,1487.47 903.401,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1126.04,1487.47 1126.04,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,1396.01 1152.76,1396.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,1281.69 1152.76,1281.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,1167.36 1152.76,1167.36 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,1053.03 1152.76,1053.03 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  208.77,938.706 1152.76,938.706 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1487.47 1152.76,1487.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1487.47 208.77,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  235.487,1487.47 235.487,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  458.125,1487.47 458.125,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  680.763,1487.47 680.763,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  903.401,1487.47 903.401,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1126.04,1487.47 1126.04,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1396.01 222.93,1396.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1281.69 222.93,1281.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1167.36 222.93,1167.36 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,1053.03 222.93,1053.03 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  208.77,938.706 222.93,938.706 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 235.487, 1541.47)\" x=\"235.487\" y=\"1541.47\">-1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 458.125, 1541.47)\" x=\"458.125\" y=\"1541.47\">-0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 680.763, 1541.47)\" x=\"680.763\" y=\"1541.47\">0.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 903.401, 1541.47)\" x=\"903.401\" y=\"1541.47\">0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1126.04, 1541.47)\" x=\"1126.04\" y=\"1541.47\">1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 1413.51)\" x=\"184.77\" y=\"1413.51\">-0.50</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 1299.19)\" x=\"184.77\" y=\"1299.19\">-0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 1184.86)\" x=\"184.77\" y=\"1184.86\">0.00</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 1070.53)\" x=\"184.77\" y=\"1070.53\">0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 184.77, 956.206)\" x=\"184.77\" y=\"956.206\">0.50</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"796.732\" cy=\"1193.51\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"796.732\" cy=\"1193.51\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"576.991\" cy=\"977.973\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"576.991\" cy=\"977.973\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.331\" cy=\"982.717\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.331\" cy=\"982.717\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"437.247\" cy=\"1043.48\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"437.247\" cy=\"1043.48\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1062.04\" cy=\"1190.52\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1062.04\" cy=\"1190.52\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1125.26\" cy=\"1256.27\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1125.26\" cy=\"1256.27\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"994.902\" cy=\"1290.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"994.902\" cy=\"1290.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"855.002\" cy=\"1316.65\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"855.002\" cy=\"1316.65\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"590.973\" cy=\"1016.14\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"590.973\" cy=\"1016.14\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"289.732\" cy=\"1010.15\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"289.732\" cy=\"1010.15\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"250.47\" cy=\"1154.59\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"250.47\" cy=\"1154.59\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"419.308\" cy=\"971.373\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"419.308\" cy=\"971.373\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"761.353\" cy=\"1160.03\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"761.353\" cy=\"1160.03\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"265.256\" cy=\"1110.1\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"265.256\" cy=\"1110.1\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"587.316\" cy=\"963.703\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"587.316\" cy=\"963.703\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"550.905\" cy=\"1016.54\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"550.905\" cy=\"1016.54\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"645.482\" cy=\"966.539\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"645.482\" cy=\"966.539\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1045.13\" cy=\"1311.48\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1045.13\" cy=\"1311.48\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"887.977\" cy=\"1337.33\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"887.977\" cy=\"1337.33\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"679.766\" cy=\"883.201\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"679.766\" cy=\"883.201\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1061.01\" cy=\"1227.2\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1061.01\" cy=\"1227.2\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"966.889\" cy=\"1392.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"966.889\" cy=\"1392.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1016.14\" cy=\"1335.95\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1016.14\" cy=\"1335.95\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"362.124\" cy=\"1026.83\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"362.124\" cy=\"1026.83\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"532.631\" cy=\"930.637\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"532.631\" cy=\"930.637\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"543.107\" cy=\"1029.58\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"543.107\" cy=\"1029.58\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1116.95\" cy=\"1183.44\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1116.95\" cy=\"1183.44\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"586.362\" cy=\"888.025\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"586.362\" cy=\"888.025\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"905.116\" cy=\"1289.73\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"905.116\" cy=\"1289.73\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1069.84\" cy=\"1165.77\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1069.84\" cy=\"1165.77\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"400.522\" cy=\"1062.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"400.522\" cy=\"1062.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"681.35\" cy=\"998.047\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"681.35\" cy=\"998.047\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"525.364\" cy=\"977.62\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"525.364\" cy=\"977.62\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"278.793\" cy=\"1039.57\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"278.793\" cy=\"1039.57\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"642.2\" cy=\"955.646\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"642.2\" cy=\"955.646\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"902.897\" cy=\"1288.77\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"902.897\" cy=\"1288.77\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1060.91\" cy=\"1280.16\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1060.91\" cy=\"1280.16\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"378.896\" cy=\"1007.15\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"378.896\" cy=\"1007.15\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1112.77\" cy=\"1139.59\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1112.77\" cy=\"1139.59\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"570.533\" cy=\"1024.62\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"570.533\" cy=\"1024.62\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"607.872\" cy=\"1011.07\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"607.872\" cy=\"1011.07\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"403.531\" cy=\"943.076\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"403.531\" cy=\"943.076\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"388.135\" cy=\"1034.91\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"388.135\" cy=\"1034.91\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"310.356\" cy=\"1049.44\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"310.356\" cy=\"1049.44\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"960.227\" cy=\"1302.72\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"960.227\" cy=\"1302.72\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"740.271\" cy=\"1095.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"740.271\" cy=\"1095.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"282.229\" cy=\"1163.22\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"282.229\" cy=\"1163.22\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"510.429\" cy=\"1064.81\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"510.429\" cy=\"1064.81\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"893.773\" cy=\"1289.61\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"893.773\" cy=\"1289.61\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"566.843\" cy=\"987.156\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"566.843\" cy=\"987.156\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"999.66\" cy=\"1302.94\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"999.66\" cy=\"1302.94\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"373.507\" cy=\"964.708\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"373.507\" cy=\"964.708\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.759\" cy=\"878.556\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.759\" cy=\"878.556\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"673.974\" cy=\"1008.33\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"673.974\" cy=\"1008.33\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"652.422\" cy=\"971.333\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"652.422\" cy=\"971.333\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"857.458\" cy=\"1403.09\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"857.458\" cy=\"1403.09\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"251.669\" cy=\"1195.46\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"251.669\" cy=\"1195.46\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"852.04\" cy=\"1266.72\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"852.04\" cy=\"1266.72\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"842.704\" cy=\"1211.2\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"842.704\" cy=\"1211.2\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1023.21\" cy=\"1249.67\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1023.21\" cy=\"1249.67\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"939.789\" cy=\"1313.72\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"939.789\" cy=\"1313.72\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"579.573\" cy=\"1051.84\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"579.573\" cy=\"1051.84\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"924.821\" cy=\"1367.05\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"924.821\" cy=\"1367.05\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"998.776\" cy=\"1304.02\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"998.776\" cy=\"1304.02\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"531.151\" cy=\"1012.92\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"531.151\" cy=\"1012.92\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"653.866\" cy=\"1047.24\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"653.866\" cy=\"1047.24\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"628.913\" cy=\"973.786\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"628.913\" cy=\"973.786\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"375.129\" cy=\"961.808\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"375.129\" cy=\"961.808\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"378.541\" cy=\"1034.77\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"378.541\" cy=\"1034.77\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"273.595\" cy=\"1077.09\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"273.595\" cy=\"1077.09\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"389.966\" cy=\"949.156\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"389.966\" cy=\"949.156\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"288.041\" cy=\"1045.34\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"288.041\" cy=\"1045.34\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"980.486\" cy=\"1343.85\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"980.486\" cy=\"1343.85\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"483.338\" cy=\"1045.2\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"483.338\" cy=\"1045.2\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"240.466\" cy=\"1135.39\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"240.466\" cy=\"1135.39\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"582.37\" cy=\"987.228\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"582.37\" cy=\"987.228\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"328.296\" cy=\"988.587\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"328.296\" cy=\"988.587\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"250.947\" cy=\"1156.6\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"250.947\" cy=\"1156.6\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"380.225\" cy=\"976.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"380.225\" cy=\"976.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"552.989\" cy=\"950.581\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"552.989\" cy=\"950.581\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"337.731\" cy=\"978.323\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"337.731\" cy=\"978.323\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"908.713\" cy=\"1302.79\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"908.713\" cy=\"1302.79\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.667\" cy=\"952.574\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.667\" cy=\"952.574\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"387.481\" cy=\"944.715\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"387.481\" cy=\"944.715\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"460.951\" cy=\"1060.37\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"460.951\" cy=\"1060.37\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1008.23\" cy=\"1388.78\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1008.23\" cy=\"1388.78\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"548.566\" cy=\"972.881\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"548.566\" cy=\"972.881\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"556.799\" cy=\"973.007\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"556.799\" cy=\"973.007\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"872.25\" cy=\"1302.21\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"872.25\" cy=\"1302.21\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"945.12\" cy=\"1310.22\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"945.12\" cy=\"1310.22\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"724.667\" cy=\"1066.29\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"724.667\" cy=\"1066.29\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1101.44\" cy=\"1206.74\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1101.44\" cy=\"1206.74\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"452.065\" cy=\"969.757\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"452.065\" cy=\"969.757\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"800.023\" cy=\"1271.84\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"800.023\" cy=\"1271.84\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1100.97\" cy=\"1189.34\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1100.97\" cy=\"1189.34\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"473.47\" cy=\"999.933\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"473.47\" cy=\"999.933\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"345.337\" cy=\"977.647\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"345.337\" cy=\"977.647\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"545.237\" cy=\"937.594\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"545.237\" cy=\"937.594\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"760.142\" cy=\"1179.29\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"760.142\" cy=\"1179.29\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"971.255\" cy=\"1302.65\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1004)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"971.255\" cy=\"1302.65\" r=\"7\"/>\n",
       "<polyline clip-path=\"url(#clip1004)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  235.487,1199.67 236.378,1195.96 237.27,1192.34 238.161,1188.79 239.053,1185.33 239.944,1181.94 240.836,1178.63 241.727,1175.38 242.619,1172.2 243.51,1169.09 \n",
       "  244.401,1166.04 245.293,1163.06 246.184,1160.13 247.076,1157.26 247.967,1154.45 248.859,1151.69 249.75,1148.98 250.642,1146.32 251.533,1143.71 252.424,1141.15 \n",
       "  253.316,1138.63 254.207,1136.15 255.099,1133.72 255.99,1131.33 256.882,1128.98 257.773,1126.66 258.665,1124.38 259.556,1122.14 260.447,1119.93 261.339,1117.75 \n",
       "  262.23,1115.61 263.122,1113.5 264.013,1111.41 264.905,1109.36 265.796,1107.33 266.688,1105.34 267.579,1103.36 268.47,1101.42 269.362,1099.5 270.253,1097.6 \n",
       "  271.145,1095.73 272.036,1093.88 272.928,1092.05 273.819,1090.25 274.71,1088.46 275.602,1086.7 276.493,1084.95 277.385,1083.23 278.276,1081.52 279.168,1079.84 \n",
       "  280.059,1078.17 280.951,1076.52 281.842,1074.88 282.733,1073.27 283.625,1071.67 284.516,1070.09 285.408,1068.52 286.299,1066.97 287.191,1065.44 288.082,1063.92 \n",
       "  288.974,1062.42 289.865,1060.93 290.756,1059.46 291.648,1058 292.539,1056.56 293.431,1055.13 294.322,1053.71 295.214,1052.32 296.105,1050.93 296.997,1049.56 \n",
       "  297.888,1048.2 298.779,1046.86 299.671,1045.53 300.562,1044.22 301.454,1042.91 302.345,1041.63 303.237,1040.35 304.128,1039.09 305.02,1037.85 305.911,1036.62 \n",
       "  306.802,1035.4 307.694,1034.19 308.585,1033 309.477,1031.83 310.368,1030.66 311.26,1029.51 312.151,1028.38 313.043,1027.26 313.934,1026.15 314.825,1025.06 \n",
       "  315.717,1023.98 316.608,1022.91 317.5,1021.86 318.391,1020.82 319.283,1019.8 320.174,1018.79 321.066,1017.8 321.957,1016.82 322.848,1015.85 323.74,1014.9 \n",
       "  324.631,1013.96 325.523,1013.04 326.414,1012.13 327.306,1011.24 328.197,1010.36 329.089,1009.5 329.98,1008.65 330.871,1007.81 331.763,1006.99 332.654,1006.19 \n",
       "  333.546,1005.4 334.437,1004.62 335.329,1003.86 336.22,1003.12 337.112,1002.39 338.003,1001.67 338.894,1000.97 339.786,1000.29 340.677,999.616 341.569,998.961 \n",
       "  342.46,998.32 343.352,997.694 344.243,997.084 345.135,996.488 346.026,995.907 346.917,995.341 347.809,994.79 348.7,994.254 349.592,993.733 350.483,993.226 \n",
       "  351.375,992.735 352.266,992.258 353.158,991.795 354.049,991.348 354.94,990.915 355.832,990.497 356.723,990.093 357.615,989.703 358.506,989.328 359.398,988.967 \n",
       "  360.289,988.621 361.181,988.288 362.072,987.97 362.963,987.665 363.855,987.375 364.746,987.098 365.638,986.835 366.529,986.585 367.421,986.349 368.312,986.126 \n",
       "  369.204,985.917 370.095,985.72 370.986,985.537 371.878,985.367 372.769,985.209 373.661,985.064 374.552,984.931 375.444,984.811 376.335,984.703 377.227,984.607 \n",
       "  378.118,984.523 379.009,984.45 379.901,984.39 380.792,984.341 381.684,984.303 382.575,984.276 383.467,984.26 384.358,984.255 385.25,984.26 386.141,984.276 \n",
       "  387.032,984.302 387.924,984.339 388.815,984.385 389.707,984.441 390.598,984.506 391.49,984.581 392.381,984.665 393.273,984.758 394.164,984.859 395.055,984.969 \n",
       "  395.947,985.088 396.838,985.215 397.73,985.349 398.621,985.492 399.513,985.641 400.404,985.799 401.296,985.963 402.187,986.134 403.078,986.312 403.97,986.497 \n",
       "  404.861,986.688 405.753,986.885 406.644,987.087 407.536,987.296 408.427,987.509 409.319,987.728 410.21,987.952 411.101,988.181 411.993,988.414 412.884,988.652 \n",
       "  413.776,988.894 414.667,989.139 415.559,989.389 416.45,989.641 417.342,989.897 418.233,990.156 419.124,990.418 420.016,990.683 420.907,990.95 421.799,991.219 \n",
       "  422.69,991.489 423.582,991.762 424.473,992.036 425.365,992.312 426.256,992.588 427.147,992.866 428.039,993.144 428.93,993.422 429.822,993.701 430.713,993.98 \n",
       "  431.605,994.259 432.496,994.537 433.387,994.815 434.279,995.092 435.17,995.368 436.062,995.643 436.953,995.917 437.845,996.189 438.736,996.459 439.628,996.727 \n",
       "  440.519,996.994 441.41,997.258 442.302,997.519 443.193,997.778 444.085,998.034 444.976,998.287 445.868,998.537 446.759,998.783 447.651,999.026 448.542,999.265 \n",
       "  449.433,999.501 450.325,999.732 451.216,999.96 452.108,1000.18 452.999,1000.4 453.891,1000.61 454.782,1000.82 455.674,1001.03 456.565,1001.23 457.456,1001.42 \n",
       "  458.348,1001.61 459.239,1001.79 460.131,1001.97 461.022,1002.14 461.914,1002.31 462.805,1002.47 463.697,1002.62 464.588,1002.77 465.479,1002.91 466.371,1003.05 \n",
       "  467.262,1003.18 468.154,1003.3 469.045,1003.42 469.937,1003.52 470.828,1003.63 471.72,1003.72 472.611,1003.81 473.502,1003.89 474.394,1003.96 475.285,1004.03 \n",
       "  476.177,1004.09 477.068,1004.14 477.96,1004.19 478.851,1004.22 479.743,1004.25 480.634,1004.28 481.525,1004.29 482.417,1004.3 483.308,1004.3 484.2,1004.29 \n",
       "  485.091,1004.27 485.983,1004.25 486.874,1004.22 487.766,1004.18 488.657,1004.13 489.548,1004.07 490.44,1004.01 491.331,1003.94 492.223,1003.86 493.114,1003.78 \n",
       "  494.006,1003.68 494.897,1003.58 495.789,1003.47 496.68,1003.35 497.571,1003.23 498.463,1003.09 499.354,1002.95 500.246,1002.8 501.137,1002.65 502.029,1002.48 \n",
       "  502.92,1002.31 503.812,1002.14 504.703,1001.95 505.594,1001.76 506.486,1001.56 507.377,1001.35 508.269,1001.13 509.16,1000.91 510.052,1000.68 510.943,1000.45 \n",
       "  511.835,1000.2 512.726,999.953 513.617,999.697 514.509,999.434 515.4,999.164 516.292,998.888 517.183,998.606 518.075,998.318 518.966,998.023 519.858,997.722 \n",
       "  520.749,997.416 521.64,997.104 522.532,996.786 523.423,996.462 524.315,996.133 525.206,995.799 526.098,995.46 526.989,995.115 527.881,994.766 528.772,994.412 \n",
       "  529.663,994.053 530.555,993.69 531.446,993.322 532.338,992.95 533.229,992.574 534.121,992.194 535.012,991.811 535.904,991.424 536.795,991.033 537.686,990.639 \n",
       "  538.578,990.242 539.469,989.842 540.361,989.44 541.252,989.034 542.144,988.627 543.035,988.216 543.927,987.804 544.818,987.39 545.709,986.974 546.601,986.557 \n",
       "  547.492,986.138 548.384,985.718 549.275,985.297 550.167,984.875 551.058,984.452 551.95,984.029 552.841,983.606 553.732,983.182 554.624,982.759 555.515,982.336 \n",
       "  556.407,981.913 557.298,981.491 558.19,981.07 559.081,980.65 559.973,980.231 560.864,979.813 561.755,979.398 562.647,978.984 563.538,978.572 564.43,978.162 \n",
       "  565.321,977.755 566.213,977.35 567.104,976.949 567.996,976.55 568.887,976.155 569.778,975.763 570.67,975.374 571.561,974.99 572.453,974.609 573.344,974.233 \n",
       "  574.236,973.861 575.127,973.494 576.019,973.132 576.91,972.774 577.801,972.422 578.693,972.076 579.584,971.735 580.476,971.4 581.367,971.071 582.259,970.748 \n",
       "  583.15,970.431 584.041,970.122 584.933,969.819 585.824,969.523 586.716,969.234 587.607,968.953 588.499,968.679 589.39,968.413 590.282,968.155 591.173,967.905 \n",
       "  592.064,967.663 592.956,967.43 593.847,967.206 594.739,966.991 595.63,966.785 596.522,966.587 597.413,966.4 598.305,966.222 599.196,966.054 600.087,965.895 \n",
       "  600.979,965.747 601.87,965.609 602.762,965.482 603.653,965.365 604.545,965.259 605.436,965.164 606.328,965.081 607.219,965.008 608.11,964.947 609.002,964.897 \n",
       "  609.893,964.859 610.785,964.833 611.676,964.82 612.568,964.818 613.459,964.828 614.351,964.851 615.242,964.887 616.133,964.935 617.025,964.997 617.916,965.071 \n",
       "  618.808,965.158 619.699,965.259 620.591,965.373 621.482,965.5 622.374,965.642 623.265,965.796 624.156,965.965 625.048,966.148 625.939,966.344 626.831,966.555 \n",
       "  627.722,966.78 628.614,967.02 629.505,967.273 630.397,967.542 631.288,967.825 632.179,968.123 633.071,968.435 633.962,968.763 634.854,969.105 635.745,969.462 \n",
       "  636.637,969.835 637.528,970.223 638.42,970.625 639.311,971.044 640.202,971.477 641.094,971.926 641.985,972.39 642.877,972.87 643.768,973.366 644.66,973.877 \n",
       "  645.551,974.403 646.443,974.945 647.334,975.503 648.225,976.077 649.117,976.666 650.008,977.272 650.9,977.892 651.791,978.529 652.683,979.182 653.574,979.85 \n",
       "  654.466,980.534 655.357,981.234 656.248,981.95 657.14,982.682 658.031,983.429 658.923,984.192 659.814,984.971 660.706,985.766 661.597,986.576 662.489,987.403 \n",
       "  663.38,988.244 664.271,989.102 665.163,989.975 666.054,990.864 666.946,991.768 667.837,992.688 668.729,993.623 669.62,994.573 670.512,995.539 671.403,996.52 \n",
       "  672.294,997.516 673.186,998.528 674.077,999.554 674.969,1000.6 675.86,1001.65 676.752,1002.72 677.643,1003.81 678.535,1004.91 679.426,1006.03 680.317,1007.16 \n",
       "  681.209,1008.3 682.1,1009.46 682.992,1010.63 683.883,1011.82 684.775,1013.02 685.666,1014.23 686.558,1015.46 687.449,1016.7 688.34,1017.96 689.232,1019.23 \n",
       "  690.123,1020.51 691.015,1021.81 691.906,1023.11 692.798,1024.44 693.689,1025.77 694.581,1027.12 695.472,1028.48 696.363,1029.85 697.255,1031.23 698.146,1032.63 \n",
       "  699.038,1034.04 699.929,1035.46 700.821,1036.89 701.712,1038.33 702.604,1039.78 703.495,1041.25 704.386,1042.72 705.278,1044.21 706.169,1045.71 707.061,1047.22 \n",
       "  707.952,1048.74 708.844,1050.26 709.735,1051.8 710.627,1053.35 711.518,1054.91 712.409,1056.47 713.301,1058.05 714.192,1059.64 715.084,1061.23 715.975,1062.83 \n",
       "  716.867,1064.44 717.758,1066.06 718.65,1067.69 719.541,1069.32 720.432,1070.97 721.324,1072.62 722.215,1074.27 723.107,1075.94 723.998,1077.61 724.89,1079.29 \n",
       "  725.781,1080.97 726.673,1082.66 727.564,1084.36 728.455,1086.06 729.347,1087.77 730.238,1089.48 731.13,1091.2 732.021,1092.92 732.913,1094.65 733.804,1096.38 \n",
       "  734.696,1098.12 735.587,1099.86 736.478,1101.6 737.37,1103.35 738.261,1105.1 739.153,1106.86 740.044,1108.62 740.936,1110.38 741.827,1112.14 742.718,1113.91 \n",
       "  743.61,1115.67 744.501,1117.44 745.393,1119.21 746.284,1120.99 747.176,1122.76 748.067,1124.54 748.959,1126.31 749.85,1128.09 750.741,1129.86 751.633,1131.64 \n",
       "  752.524,1133.42 753.416,1135.19 754.307,1136.97 755.199,1138.74 756.09,1140.52 756.982,1142.29 757.873,1144.06 758.764,1145.83 759.656,1147.6 760.547,1149.37 \n",
       "  761.439,1151.13 762.33,1152.89 763.222,1154.65 764.113,1156.41 765.005,1158.16 765.896,1159.91 766.787,1161.65 767.679,1163.4 768.57,1165.13 769.462,1166.87 \n",
       "  770.353,1168.6 771.245,1170.32 772.136,1172.04 773.028,1173.76 773.919,1175.47 774.81,1177.18 775.702,1178.88 776.593,1180.57 777.485,1182.26 778.376,1183.94 \n",
       "  779.268,1185.62 780.159,1187.29 781.051,1188.95 781.942,1190.61 782.833,1192.26 783.725,1193.9 784.616,1195.54 785.508,1197.17 786.399,1198.79 787.291,1200.4 \n",
       "  788.182,1202.01 789.074,1203.6 789.965,1205.19 790.856,1206.77 791.748,1208.34 792.639,1209.91 793.531,1211.46 794.422,1213.01 795.314,1214.54 796.205,1216.07 \n",
       "  797.097,1217.59 797.988,1219.1 798.879,1220.6 799.771,1222.09 800.662,1223.57 801.554,1225.04 802.445,1226.5 803.337,1227.95 804.228,1229.38 805.12,1230.81 \n",
       "  806.011,1232.23 806.902,1233.64 807.794,1235.04 808.685,1236.42 809.577,1237.8 810.468,1239.16 811.36,1240.51 812.251,1241.86 813.143,1243.19 814.034,1244.5 \n",
       "  814.925,1245.81 815.817,1247.11 816.708,1248.39 817.6,1249.67 818.491,1250.93 819.383,1252.18 820.274,1253.42 821.166,1254.64 822.057,1255.86 822.948,1257.06 \n",
       "  823.84,1258.25 824.731,1259.43 825.623,1260.6 826.514,1261.75 827.406,1262.89 828.297,1264.02 829.189,1265.14 830.08,1266.25 830.971,1267.34 831.863,1268.42 \n",
       "  832.754,1269.49 833.646,1270.55 834.537,1271.6 835.429,1272.63 836.32,1273.65 837.212,1274.66 838.103,1275.65 838.994,1276.64 839.886,1277.61 840.777,1278.57 \n",
       "  841.669,1279.52 842.56,1280.45 843.452,1281.38 844.343,1282.29 845.235,1283.19 846.126,1284.08 847.017,1284.95 847.909,1285.82 848.8,1286.67 849.692,1287.51 \n",
       "  850.583,1288.34 851.475,1289.15 852.366,1289.96 853.258,1290.75 854.149,1291.54 855.04,1292.31 855.932,1293.07 856.823,1293.81 857.715,1294.55 858.606,1295.28 \n",
       "  859.498,1295.99 860.389,1296.7 861.281,1297.39 862.172,1298.07 863.063,1298.74 863.955,1299.4 864.846,1300.05 865.738,1300.69 866.629,1301.32 867.521,1301.94 \n",
       "  868.412,1302.55 869.304,1303.15 870.195,1303.73 871.086,1304.31 871.978,1304.88 872.869,1305.44 873.761,1305.99 874.652,1306.53 875.544,1307.06 876.435,1307.58 \n",
       "  877.327,1308.09 878.218,1308.6 879.109,1309.09 880.001,1309.57 880.892,1310.05 881.784,1310.52 882.675,1310.98 883.567,1311.43 884.458,1311.87 885.35,1312.31 \n",
       "  886.241,1312.73 887.132,1313.15 888.024,1313.56 888.915,1313.97 889.807,1314.36 890.698,1314.75 891.59,1315.13 892.481,1315.5 893.373,1315.87 894.264,1316.23 \n",
       "  895.155,1316.58 896.047,1316.93 896.938,1317.27 897.83,1317.6 898.721,1317.93 899.613,1318.25 900.504,1318.56 901.395,1318.87 902.287,1319.17 903.178,1319.46 \n",
       "  904.07,1319.75 904.961,1320.04 905.853,1320.32 906.744,1320.59 907.636,1320.86 908.527,1321.12 909.418,1321.38 910.31,1321.63 911.201,1321.88 912.093,1322.12 \n",
       "  912.984,1322.36 913.876,1322.59 914.767,1322.82 915.659,1323.04 916.55,1323.26 917.441,1323.48 918.333,1323.69 919.224,1323.89 920.116,1324.1 921.007,1324.29 \n",
       "  921.899,1324.49 922.79,1324.68 923.682,1324.86 924.573,1325.04 925.464,1325.22 926.356,1325.39 927.247,1325.56 928.139,1325.73 929.03,1325.89 929.922,1326.05 \n",
       "  930.813,1326.21 931.705,1326.36 932.596,1326.5 933.487,1326.65 934.379,1326.79 935.27,1326.92 936.162,1327.06 937.053,1327.18 937.945,1327.31 938.836,1327.43 \n",
       "  939.728,1327.55 940.619,1327.66 941.51,1327.77 942.402,1327.88 943.293,1327.98 944.185,1328.08 945.076,1328.17 945.968,1328.26 946.859,1328.35 947.751,1328.43 \n",
       "  948.642,1328.5 949.533,1328.58 950.425,1328.64 951.316,1328.71 952.208,1328.77 953.099,1328.82 953.991,1328.87 954.882,1328.91 955.774,1328.95 956.665,1328.99 \n",
       "  957.556,1329.01 958.448,1329.04 959.339,1329.05 960.231,1329.07 961.122,1329.07 962.014,1329.07 962.905,1329.06 963.797,1329.05 964.688,1329.03 965.579,1329 \n",
       "  966.471,1328.97 967.362,1328.93 968.254,1328.88 969.145,1328.82 970.037,1328.76 970.928,1328.68 971.82,1328.6 972.711,1328.51 973.602,1328.42 974.494,1328.31 \n",
       "  975.385,1328.19 976.277,1328.07 977.168,1327.93 978.06,1327.79 978.951,1327.63 979.843,1327.47 980.734,1327.29 981.625,1327.1 982.517,1326.91 983.408,1326.7 \n",
       "  984.3,1326.47 985.191,1326.24 986.083,1325.99 986.974,1325.73 987.866,1325.46 988.757,1325.18 989.648,1324.88 990.54,1324.56 991.431,1324.24 992.323,1323.9 \n",
       "  993.214,1323.54 994.106,1323.17 994.997,1322.78 995.889,1322.38 996.78,1321.96 997.671,1321.52 998.563,1321.07 999.454,1320.6 1000.35,1320.11 1001.24,1319.61 \n",
       "  1002.13,1319.09 1003.02,1318.55 1003.91,1317.99 1004.8,1317.41 1005.69,1316.81 1006.59,1316.2 1007.48,1315.56 1008.37,1314.9 1009.26,1314.23 1010.15,1313.53 \n",
       "  1011.04,1312.81 1011.93,1312.07 1012.83,1311.31 1013.72,1310.52 1014.61,1309.72 1015.5,1308.89 1016.39,1308.04 1017.28,1307.16 1018.17,1306.27 1019.07,1305.35 \n",
       "  1019.96,1304.4 1020.85,1303.44 1021.74,1302.45 1022.63,1301.43 1023.52,1300.39 1024.41,1299.33 1025.31,1298.24 1026.2,1297.12 1027.09,1295.99 1027.98,1294.82 \n",
       "  1028.87,1293.63 1029.76,1292.42 1030.65,1291.18 1031.55,1289.92 1032.44,1288.63 1033.33,1287.32 1034.22,1285.98 1035.11,1284.61 1036,1283.22 1036.89,1281.81 \n",
       "  1037.79,1280.37 1038.68,1278.9 1039.57,1277.41 1040.46,1275.9 1041.35,1274.36 1042.24,1272.8 1043.14,1271.22 1044.03,1269.61 1044.92,1267.98 1045.81,1266.32 \n",
       "  1046.7,1264.65 1047.59,1262.95 1048.48,1261.23 1049.38,1259.49 1050.27,1257.73 1051.16,1255.95 1052.05,1254.15 1052.94,1252.33 1053.83,1250.5 1054.72,1248.65 \n",
       "  1055.62,1246.78 1056.51,1244.9 1057.4,1243 1058.29,1241.09 1059.18,1239.16 1060.07,1237.23 1060.96,1235.28 1061.86,1233.33 1062.75,1231.37 1063.64,1229.4 \n",
       "  1064.53,1227.43 1065.42,1225.45 1066.31,1223.47 1067.2,1221.49 1068.1,1219.51 1068.99,1217.53 1069.88,1215.55 1070.77,1213.59 1071.66,1211.63 1072.55,1209.67 \n",
       "  1073.44,1207.74 1074.34,1205.81 1075.23,1203.9 1076.12,1202.01 1077.01,1200.14 1077.9,1198.29 1078.79,1196.47 1079.68,1194.68 1080.58,1192.91 1081.47,1191.18 \n",
       "  1082.36,1189.49 1083.25,1187.84 1084.14,1186.23 1085.03,1184.66 1085.92,1183.14 1086.82,1181.68 1087.71,1180.27 1088.6,1178.93 1089.49,1177.64 1090.38,1176.42 \n",
       "  1091.27,1175.28 1092.16,1174.21 1093.06,1173.22 1093.95,1172.31 1094.84,1171.49 1095.73,1170.77 1096.62,1170.14 1097.51,1169.61 1098.4,1169.19 1099.3,1168.89 \n",
       "  1100.19,1168.7 1101.08,1168.64 1101.97,1168.71 1102.86,1168.91 1103.75,1169.25 1104.64,1169.74 1105.54,1170.39 1106.43,1171.19 1107.32,1172.16 1108.21,1173.3 \n",
       "  1109.1,1174.62 1109.99,1176.13 1110.88,1177.84 1111.78,1179.75 1112.67,1181.86 1113.56,1184.2 1114.45,1186.76 1115.34,1189.56 1116.23,1192.59 1117.12,1195.88 \n",
       "  1118.02,1199.43 1118.91,1203.25 1119.8,1207.35 1120.69,1211.73 1121.58,1216.42 1122.47,1221.41 1123.37,1226.72 1124.26,1232.36 1125.15,1238.35 1126.04,1244.68 \n",
       "  \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip1000)\" d=\"\n",
       "M1408.77 1487.47 L2352.76 1487.47 L2352.76 847.244 L1408.77 847.244  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1005\">\n",
       "    <rect x=\"1408\" y=\"847\" width=\"945\" height=\"641\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1435.49,1487.47 1435.49,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1658.13,1487.47 1658.13,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1880.76,1487.47 1880.76,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2103.4,1487.47 2103.4,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2326.04,1487.47 2326.04,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,1396.01 2352.76,1396.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,1281.69 2352.76,1281.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,1167.36 2352.76,1167.36 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,1053.03 2352.76,1053.03 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1408.77,938.706 2352.76,938.706 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,1487.47 2352.76,1487.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,1487.47 1408.77,847.244 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1435.49,1487.47 1435.49,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1658.13,1487.47 1658.13,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1880.76,1487.47 1880.76,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2103.4,1487.47 2103.4,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2326.04,1487.47 2326.04,1477.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,1396.01 1422.93,1396.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,1281.69 1422.93,1281.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,1167.36 1422.93,1167.36 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,1053.03 1422.93,1053.03 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1000)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1408.77,938.706 1422.93,938.706 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1435.49, 1541.47)\" x=\"1435.49\" y=\"1541.47\">-1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1658.13, 1541.47)\" x=\"1658.13\" y=\"1541.47\">-0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1880.76, 1541.47)\" x=\"1880.76\" y=\"1541.47\">0.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2103.4, 1541.47)\" x=\"2103.4\" y=\"1541.47\">0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2326.04, 1541.47)\" x=\"2326.04\" y=\"1541.47\">1.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 1413.51)\" x=\"1384.77\" y=\"1413.51\">-0.50</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 1299.19)\" x=\"1384.77\" y=\"1299.19\">-0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 1184.86)\" x=\"1384.77\" y=\"1184.86\">0.00</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 1070.53)\" x=\"1384.77\" y=\"1070.53\">0.25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1000)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 1384.77, 956.206)\" x=\"1384.77\" y=\"956.206\">0.50</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1996.73\" cy=\"1193.51\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1996.73\" cy=\"1193.51\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1776.99\" cy=\"977.973\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1776.99\" cy=\"977.973\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1695.33\" cy=\"982.717\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1695.33\" cy=\"982.717\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1637.25\" cy=\"1043.48\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1637.25\" cy=\"1043.48\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2262.04\" cy=\"1190.52\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2262.04\" cy=\"1190.52\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2325.26\" cy=\"1256.27\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2325.26\" cy=\"1256.27\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2194.9\" cy=\"1290.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2194.9\" cy=\"1290.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2055\" cy=\"1316.65\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2055\" cy=\"1316.65\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1790.97\" cy=\"1016.14\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1790.97\" cy=\"1016.14\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1489.73\" cy=\"1010.15\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1489.73\" cy=\"1010.15\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1450.47\" cy=\"1154.59\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1450.47\" cy=\"1154.59\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1619.31\" cy=\"971.373\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1619.31\" cy=\"971.373\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1961.35\" cy=\"1160.03\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1961.35\" cy=\"1160.03\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1465.26\" cy=\"1110.1\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1465.26\" cy=\"1110.1\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1787.32\" cy=\"963.703\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1787.32\" cy=\"963.703\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1750.91\" cy=\"1016.54\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1750.91\" cy=\"1016.54\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1845.48\" cy=\"966.539\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1845.48\" cy=\"966.539\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2245.13\" cy=\"1311.48\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2245.13\" cy=\"1311.48\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2087.98\" cy=\"1337.33\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2087.98\" cy=\"1337.33\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1879.77\" cy=\"883.201\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1879.77\" cy=\"883.201\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2261.01\" cy=\"1227.2\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2261.01\" cy=\"1227.2\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2166.89\" cy=\"1392.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2166.89\" cy=\"1392.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2216.14\" cy=\"1335.95\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2216.14\" cy=\"1335.95\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1562.12\" cy=\"1026.83\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1562.12\" cy=\"1026.83\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1732.63\" cy=\"930.637\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1732.63\" cy=\"930.637\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1743.11\" cy=\"1029.58\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1743.11\" cy=\"1029.58\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2316.95\" cy=\"1183.44\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2316.95\" cy=\"1183.44\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1786.36\" cy=\"888.025\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1786.36\" cy=\"888.025\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2105.12\" cy=\"1289.73\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2105.12\" cy=\"1289.73\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2269.84\" cy=\"1165.77\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2269.84\" cy=\"1165.77\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1600.52\" cy=\"1062.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1600.52\" cy=\"1062.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1881.35\" cy=\"998.047\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1881.35\" cy=\"998.047\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1725.36\" cy=\"977.62\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1725.36\" cy=\"977.62\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1478.79\" cy=\"1039.57\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1478.79\" cy=\"1039.57\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1842.2\" cy=\"955.646\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1842.2\" cy=\"955.646\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2102.9\" cy=\"1288.77\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2102.9\" cy=\"1288.77\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2260.91\" cy=\"1280.16\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2260.91\" cy=\"1280.16\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1578.9\" cy=\"1007.15\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1578.9\" cy=\"1007.15\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2312.77\" cy=\"1139.59\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2312.77\" cy=\"1139.59\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1770.53\" cy=\"1024.62\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1770.53\" cy=\"1024.62\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1807.87\" cy=\"1011.07\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1807.87\" cy=\"1011.07\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1603.53\" cy=\"943.076\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1603.53\" cy=\"943.076\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1588.13\" cy=\"1034.91\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1588.13\" cy=\"1034.91\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1510.36\" cy=\"1049.44\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1510.36\" cy=\"1049.44\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2160.23\" cy=\"1302.72\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2160.23\" cy=\"1302.72\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1940.27\" cy=\"1095.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1940.27\" cy=\"1095.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1482.23\" cy=\"1163.22\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1482.23\" cy=\"1163.22\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1710.43\" cy=\"1064.81\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1710.43\" cy=\"1064.81\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2093.77\" cy=\"1289.61\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2093.77\" cy=\"1289.61\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1766.84\" cy=\"987.156\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1766.84\" cy=\"987.156\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2199.66\" cy=\"1302.94\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2199.66\" cy=\"1302.94\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1573.51\" cy=\"964.708\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1573.51\" cy=\"964.708\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1695.76\" cy=\"878.556\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1695.76\" cy=\"878.556\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1873.97\" cy=\"1008.33\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1873.97\" cy=\"1008.33\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1852.42\" cy=\"971.333\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1852.42\" cy=\"971.333\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2057.46\" cy=\"1403.09\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2057.46\" cy=\"1403.09\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1451.67\" cy=\"1195.46\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1451.67\" cy=\"1195.46\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2052.04\" cy=\"1266.72\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2052.04\" cy=\"1266.72\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2042.7\" cy=\"1211.2\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2042.7\" cy=\"1211.2\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2223.21\" cy=\"1249.67\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2223.21\" cy=\"1249.67\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2139.79\" cy=\"1313.72\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2139.79\" cy=\"1313.72\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1779.57\" cy=\"1051.84\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1779.57\" cy=\"1051.84\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2124.82\" cy=\"1367.05\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2124.82\" cy=\"1367.05\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2198.78\" cy=\"1304.02\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2198.78\" cy=\"1304.02\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1731.15\" cy=\"1012.92\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1731.15\" cy=\"1012.92\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1853.87\" cy=\"1047.24\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1853.87\" cy=\"1047.24\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1828.91\" cy=\"973.786\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1828.91\" cy=\"973.786\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1575.13\" cy=\"961.808\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1575.13\" cy=\"961.808\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1578.54\" cy=\"1034.77\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1578.54\" cy=\"1034.77\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1473.59\" cy=\"1077.09\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1473.59\" cy=\"1077.09\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1589.97\" cy=\"949.156\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1589.97\" cy=\"949.156\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1488.04\" cy=\"1045.34\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1488.04\" cy=\"1045.34\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2180.49\" cy=\"1343.85\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2180.49\" cy=\"1343.85\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1683.34\" cy=\"1045.2\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1683.34\" cy=\"1045.2\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1440.47\" cy=\"1135.39\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1440.47\" cy=\"1135.39\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1782.37\" cy=\"987.228\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1782.37\" cy=\"987.228\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1528.3\" cy=\"988.587\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1528.3\" cy=\"988.587\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1450.95\" cy=\"1156.6\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1450.95\" cy=\"1156.6\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1580.23\" cy=\"976.71\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1580.23\" cy=\"976.71\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1752.99\" cy=\"950.581\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1752.99\" cy=\"950.581\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1537.73\" cy=\"978.323\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1537.73\" cy=\"978.323\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2108.71\" cy=\"1302.79\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2108.71\" cy=\"1302.79\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1695.67\" cy=\"952.574\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1695.67\" cy=\"952.574\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1587.48\" cy=\"944.715\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1587.48\" cy=\"944.715\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1660.95\" cy=\"1060.37\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1660.95\" cy=\"1060.37\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2208.23\" cy=\"1388.78\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2208.23\" cy=\"1388.78\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1748.57\" cy=\"972.881\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1748.57\" cy=\"972.881\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1756.8\" cy=\"973.007\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1756.8\" cy=\"973.007\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2072.25\" cy=\"1302.21\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2072.25\" cy=\"1302.21\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2145.12\" cy=\"1310.22\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2145.12\" cy=\"1310.22\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1924.67\" cy=\"1066.29\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1924.67\" cy=\"1066.29\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2301.44\" cy=\"1206.74\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2301.44\" cy=\"1206.74\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1652.06\" cy=\"969.757\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1652.06\" cy=\"969.757\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2000.02\" cy=\"1271.84\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2000.02\" cy=\"1271.84\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2300.97\" cy=\"1189.34\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2300.97\" cy=\"1189.34\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1673.47\" cy=\"999.933\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1673.47\" cy=\"999.933\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1545.34\" cy=\"977.647\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1545.34\" cy=\"977.647\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1745.24\" cy=\"937.594\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1745.24\" cy=\"937.594\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1960.14\" cy=\"1179.29\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1960.14\" cy=\"1179.29\" r=\"7\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2171.25\" cy=\"1302.65\" r=\"10\"/>\n",
       "<circle clip-path=\"url(#clip1005)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2171.25\" cy=\"1302.65\" r=\"7\"/>\n",
       "<polyline clip-path=\"url(#clip1005)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1435.49,1106.29 1436.38,1114.97 1437.27,1122.71 1438.16,1129.58 1439.05,1135.62 1439.94,1140.91 1440.84,1145.47 1441.73,1149.37 1442.62,1152.65 1443.51,1155.35 \n",
       "  1444.4,1157.51 1445.29,1159.18 1446.18,1160.38 1447.08,1161.16 1447.97,1161.54 1448.86,1161.56 1449.75,1161.25 1450.64,1160.63 1451.53,1159.73 1452.42,1158.57 \n",
       "  1453.32,1157.18 1454.21,1155.58 1455.1,1153.79 1455.99,1151.82 1456.88,1149.7 1457.77,1147.44 1458.66,1145.06 1459.56,1142.57 1460.45,1139.99 1461.34,1137.32 \n",
       "  1462.23,1134.59 1463.12,1131.8 1464.01,1128.95 1464.9,1126.07 1465.8,1123.16 1466.69,1120.22 1467.58,1117.27 1468.47,1114.31 1469.36,1111.35 1470.25,1108.39 \n",
       "  1471.14,1105.45 1472.04,1102.51 1472.93,1099.59 1473.82,1096.7 1474.71,1093.83 1475.6,1090.99 1476.49,1088.19 1477.38,1085.42 1478.28,1082.68 1479.17,1079.98 \n",
       "  1480.06,1077.33 1480.95,1074.72 1481.84,1072.15 1482.73,1069.62 1483.62,1067.14 1484.52,1064.71 1485.41,1062.32 1486.3,1059.98 1487.19,1057.69 1488.08,1055.45 \n",
       "  1488.97,1053.25 1489.87,1051.1 1490.76,1049 1491.65,1046.95 1492.54,1044.94 1493.43,1042.99 1494.32,1041.07 1495.21,1039.21 1496.11,1037.39 1497,1035.61 \n",
       "  1497.89,1033.88 1498.78,1032.19 1499.67,1030.54 1500.56,1028.94 1501.45,1027.38 1502.35,1025.86 1503.24,1024.38 1504.13,1022.94 1505.02,1021.54 1505.91,1020.17 \n",
       "  1506.8,1018.84 1507.69,1017.55 1508.59,1016.3 1509.48,1015.08 1510.37,1013.89 1511.26,1012.74 1512.15,1011.62 1513.04,1010.54 1513.93,1009.48 1514.83,1008.46 \n",
       "  1515.72,1007.47 1516.61,1006.5 1517.5,1005.57 1518.39,1004.66 1519.28,1003.79 1520.17,1002.94 1521.07,1002.11 1521.96,1001.32 1522.85,1000.55 1523.74,999.8 \n",
       "  1524.63,999.08 1525.52,998.384 1526.41,997.713 1527.31,997.065 1528.2,996.441 1529.09,995.839 1529.98,995.26 1530.87,994.703 1531.76,994.168 1532.65,993.654 \n",
       "  1533.55,993.162 1534.44,992.69 1535.33,992.238 1536.22,991.807 1537.11,991.395 1538,991.003 1538.89,990.63 1539.79,990.276 1540.68,989.94 1541.57,989.623 \n",
       "  1542.46,989.324 1543.35,989.043 1544.24,988.779 1545.13,988.533 1546.03,988.304 1546.92,988.092 1547.81,987.896 1548.7,987.716 1549.59,987.553 1550.48,987.405 \n",
       "  1551.37,987.273 1552.27,987.157 1553.16,987.055 1554.05,986.968 1554.94,986.895 1555.83,986.837 1556.72,986.793 1557.61,986.763 1558.51,986.746 1559.4,986.743 \n",
       "  1560.29,986.752 1561.18,986.774 1562.07,986.808 1562.96,986.855 1563.85,986.913 1564.75,986.983 1565.64,987.065 1566.53,987.157 1567.42,987.26 1568.31,987.373 \n",
       "  1569.2,987.497 1570.09,987.63 1570.99,987.772 1571.88,987.924 1572.77,988.085 1573.66,988.254 1574.55,988.431 1575.44,988.616 1576.34,988.809 1577.23,989.008 \n",
       "  1578.12,989.215 1579.01,989.428 1579.9,989.648 1580.79,989.873 1581.68,990.103 1582.58,990.339 1583.47,990.58 1584.36,990.825 1585.25,991.074 1586.14,991.327 \n",
       "  1587.03,991.584 1587.92,991.843 1588.82,992.105 1589.71,992.37 1590.6,992.637 1591.49,992.905 1592.38,993.175 1593.27,993.445 1594.16,993.717 1595.06,993.989 \n",
       "  1595.95,994.26 1596.84,994.532 1597.73,994.803 1598.62,995.073 1599.51,995.341 1600.4,995.608 1601.3,995.873 1602.19,996.136 1603.08,996.397 1603.97,996.654 \n",
       "  1604.86,996.909 1605.75,997.16 1606.64,997.408 1607.54,997.651 1608.43,997.891 1609.32,998.126 1610.21,998.356 1611.1,998.581 1611.99,998.801 1612.88,999.016 \n",
       "  1613.78,999.225 1614.67,999.429 1615.56,999.626 1616.45,999.817 1617.34,1000 1618.23,1000.18 1619.12,1000.35 1620.02,1000.51 1620.91,1000.67 1621.8,1000.82 \n",
       "  1622.69,1000.96 1623.58,1001.1 1624.47,1001.23 1625.36,1001.35 1626.26,1001.46 1627.15,1001.56 1628.04,1001.66 1628.93,1001.74 1629.82,1001.82 1630.71,1001.89 \n",
       "  1631.6,1001.96 1632.5,1002.01 1633.39,1002.06 1634.28,1002.09 1635.17,1002.12 1636.06,1002.14 1636.95,1002.15 1637.84,1002.16 1638.74,1002.15 1639.63,1002.14 \n",
       "  1640.52,1002.12 1641.41,1002.09 1642.3,1002.05 1643.19,1002 1644.08,1001.95 1644.98,1001.89 1645.87,1001.82 1646.76,1001.74 1647.65,1001.65 1648.54,1001.56 \n",
       "  1649.43,1001.46 1650.32,1001.35 1651.22,1001.23 1652.11,1001.11 1653,1000.98 1653.89,1000.84 1654.78,1000.7 1655.67,1000.55 1656.57,1000.4 1657.46,1000.23 \n",
       "  1658.35,1000.06 1659.24,999.89 1660.13,999.71 1661.02,999.524 1661.91,999.333 1662.81,999.138 1663.7,998.937 1664.59,998.731 1665.48,998.521 1666.37,998.307 \n",
       "  1667.26,998.088 1668.15,997.866 1669.05,997.64 1669.94,997.41 1670.83,997.178 1671.72,996.942 1672.61,996.703 1673.5,996.462 1674.39,996.219 1675.29,995.973 \n",
       "  1676.18,995.726 1677.07,995.477 1677.96,995.226 1678.85,994.974 1679.74,994.721 1680.63,994.467 1681.53,994.213 1682.42,993.958 1683.31,993.703 1684.2,993.448 \n",
       "  1685.09,993.193 1685.98,992.939 1686.87,992.685 1687.77,992.432 1688.66,992.18 1689.55,991.93 1690.44,991.681 1691.33,991.433 1692.22,991.187 1693.11,990.943 \n",
       "  1694.01,990.701 1694.9,990.462 1695.79,990.225 1696.68,989.991 1697.57,989.759 1698.46,989.53 1699.35,989.305 1700.25,989.082 1701.14,988.863 1702.03,988.647 \n",
       "  1702.92,988.435 1703.81,988.227 1704.7,988.023 1705.59,987.822 1706.49,987.625 1707.38,987.433 1708.27,987.245 1709.16,987.061 1710.05,986.881 1710.94,986.706 \n",
       "  1711.83,986.536 1712.73,986.37 1713.62,986.208 1714.51,986.051 1715.4,985.899 1716.29,985.752 1717.18,985.609 1718.07,985.471 1718.97,985.338 1719.86,985.21 \n",
       "  1720.75,985.086 1721.64,984.968 1722.53,984.854 1723.42,984.744 1724.31,984.64 1725.21,984.54 1726.1,984.445 1726.99,984.355 1727.88,984.269 1728.77,984.187 \n",
       "  1729.66,984.11 1730.55,984.038 1731.45,983.97 1732.34,983.906 1733.23,983.846 1734.12,983.79 1735.01,983.739 1735.9,983.691 1736.79,983.647 1737.69,983.607 \n",
       "  1738.58,983.571 1739.47,983.538 1740.36,983.508 1741.25,983.482 1742.14,983.458 1743.04,983.438 1743.93,983.421 1744.82,983.406 1745.71,983.394 1746.6,983.385 \n",
       "  1747.49,983.378 1748.38,983.373 1749.28,983.37 1750.17,983.369 1751.06,983.37 1751.95,983.373 1752.84,983.377 1753.73,983.382 1754.62,983.389 1755.52,983.396 \n",
       "  1756.41,983.405 1757.3,983.414 1758.19,983.423 1759.08,983.433 1759.97,983.444 1760.86,983.454 1761.76,983.465 1762.65,983.475 1763.54,983.485 1764.43,983.494 \n",
       "  1765.32,983.503 1766.21,983.511 1767.1,983.518 1768,983.524 1768.89,983.529 1769.78,983.532 1770.67,983.534 1771.56,983.535 1772.45,983.534 1773.34,983.53 \n",
       "  1774.24,983.525 1775.13,983.518 1776.02,983.509 1776.91,983.497 1777.8,983.483 1778.69,983.467 1779.58,983.448 1780.48,983.426 1781.37,983.402 1782.26,983.374 \n",
       "  1783.15,983.344 1784.04,983.311 1784.93,983.275 1785.82,983.236 1786.72,983.194 1787.61,983.148 1788.5,983.1 1789.39,983.048 1790.28,982.993 1791.17,982.935 \n",
       "  1792.06,982.873 1792.96,982.808 1793.85,982.74 1794.74,982.669 1795.63,982.595 1796.52,982.517 1797.41,982.436 1798.3,982.353 1799.2,982.266 1800.09,982.176 \n",
       "  1800.98,982.083 1801.87,981.987 1802.76,981.889 1803.65,981.788 1804.54,981.684 1805.44,981.578 1806.33,981.47 1807.22,981.359 1808.11,981.246 1809,981.132 \n",
       "  1809.89,981.015 1810.78,980.897 1811.68,980.777 1812.57,980.656 1813.46,980.534 1814.35,980.411 1815.24,980.287 1816.13,980.162 1817.02,980.037 1817.92,979.912 \n",
       "  1818.81,979.787 1819.7,979.663 1820.59,979.538 1821.48,979.415 1822.37,979.293 1823.27,979.171 1824.16,979.052 1825.05,978.934 1825.94,978.818 1826.83,978.705 \n",
       "  1827.72,978.594 1828.61,978.487 1829.51,978.382 1830.4,978.282 1831.29,978.185 1832.18,978.092 1833.07,978.004 1833.96,977.92 1834.85,977.842 1835.75,977.77 \n",
       "  1836.64,977.703 1837.53,977.643 1838.42,977.589 1839.31,977.542 1840.2,977.502 1841.09,977.47 1841.99,977.446 1842.88,977.43 1843.77,977.424 1844.66,977.426 \n",
       "  1845.55,977.438 1846.44,977.46 1847.33,977.492 1848.23,977.535 1849.12,977.588 1850.01,977.654 1850.9,977.731 1851.79,977.82 1852.68,977.922 1853.57,978.037 \n",
       "  1854.47,978.165 1855.36,978.307 1856.25,978.463 1857.14,978.633 1858.03,978.819 1858.92,979.02 1859.81,979.236 1860.71,979.469 1861.6,979.718 1862.49,979.984 \n",
       "  1863.38,980.267 1864.27,980.567 1865.16,980.885 1866.05,981.222 1866.95,981.577 1867.84,981.951 1868.73,982.345 1869.62,982.758 1870.51,983.191 1871.4,983.644 \n",
       "  1872.29,984.118 1873.19,984.613 1874.08,985.129 1874.97,985.667 1875.86,986.227 1876.75,986.809 1877.64,987.413 1878.53,988.04 1879.43,988.689 1880.32,989.362 \n",
       "  1881.21,990.059 1882.1,990.779 1882.99,991.524 1883.88,992.292 1884.77,993.085 1885.67,993.902 1886.56,994.744 1887.45,995.612 1888.34,996.504 1889.23,997.422 \n",
       "  1890.12,998.365 1891.01,999.334 1891.91,1000.33 1892.8,1001.35 1893.69,1002.4 1894.58,1003.47 1895.47,1004.57 1896.36,1005.69 1897.25,1006.84 1898.15,1008.02 \n",
       "  1899.04,1009.23 1899.93,1010.46 1900.82,1011.71 1901.71,1013 1902.6,1014.31 1903.49,1015.64 1904.39,1017.01 1905.28,1018.4 1906.17,1019.81 1907.06,1021.25 \n",
       "  1907.95,1022.72 1908.84,1024.22 1909.74,1025.74 1910.63,1027.28 1911.52,1028.85 1912.41,1030.45 1913.3,1032.07 1914.19,1033.72 1915.08,1035.39 1915.98,1037.09 \n",
       "  1916.87,1038.81 1917.76,1040.56 1918.65,1042.33 1919.54,1044.13 1920.43,1045.94 1921.32,1047.78 1922.22,1049.65 1923.11,1051.54 1924,1053.45 1924.89,1055.38 \n",
       "  1925.78,1057.33 1926.67,1059.31 1927.56,1061.3 1928.46,1063.32 1929.35,1065.35 1930.24,1067.41 1931.13,1069.49 1932.02,1071.58 1932.91,1073.69 1933.8,1075.83 \n",
       "  1934.7,1077.97 1935.59,1080.14 1936.48,1082.32 1937.37,1084.52 1938.26,1086.74 1939.15,1088.97 1940.04,1091.21 1940.94,1093.47 1941.83,1095.74 1942.72,1098.03 \n",
       "  1943.61,1100.33 1944.5,1102.64 1945.39,1104.96 1946.28,1107.29 1947.18,1109.63 1948.07,1111.98 1948.96,1114.34 1949.85,1116.71 1950.74,1119.09 1951.63,1121.47 \n",
       "  1952.52,1123.86 1953.42,1126.26 1954.31,1128.66 1955.2,1131.07 1956.09,1133.48 1956.98,1135.89 1957.87,1138.31 1958.76,1140.73 1959.66,1143.15 1960.55,1145.57 \n",
       "  1961.44,1147.99 1962.33,1150.41 1963.22,1152.83 1964.11,1155.25 1965,1157.66 1965.9,1160.07 1966.79,1162.48 1967.68,1164.88 1968.57,1167.28 1969.46,1169.67 \n",
       "  1970.35,1172.06 1971.24,1174.44 1972.14,1176.81 1973.03,1179.17 1973.92,1181.52 1974.81,1183.87 1975.7,1186.2 1976.59,1188.52 1977.48,1190.83 1978.38,1193.13 \n",
       "  1979.27,1195.42 1980.16,1197.69 1981.05,1199.95 1981.94,1202.19 1982.83,1204.42 1983.72,1206.63 1984.62,1208.82 1985.51,1211 1986.4,1213.17 1987.29,1215.31 \n",
       "  1988.18,1217.43 1989.07,1219.54 1989.97,1221.63 1990.86,1223.69 1991.75,1225.74 1992.64,1227.76 1993.53,1229.76 1994.42,1231.74 1995.31,1233.7 1996.21,1235.64 \n",
       "  1997.1,1237.55 1997.99,1239.44 1998.88,1241.3 1999.77,1243.14 2000.66,1244.96 2001.55,1246.75 2002.45,1248.51 2003.34,1250.25 2004.23,1251.96 2005.12,1253.65 \n",
       "  2006.01,1255.31 2006.9,1256.94 2007.79,1258.54 2008.69,1260.12 2009.58,1261.67 2010.47,1263.19 2011.36,1264.69 2012.25,1266.15 2013.14,1267.59 2014.03,1269 \n",
       "  2014.93,1270.38 2015.82,1271.73 2016.71,1273.05 2017.6,1274.34 2018.49,1275.6 2019.38,1276.84 2020.27,1278.05 2021.17,1279.22 2022.06,1280.37 2022.95,1281.49 \n",
       "  2023.84,1282.58 2024.73,1283.64 2025.62,1284.67 2026.51,1285.68 2027.41,1286.65 2028.3,1287.6 2029.19,1288.52 2030.08,1289.41 2030.97,1290.27 2031.86,1291.1 \n",
       "  2032.75,1291.91 2033.65,1292.69 2034.54,1293.44 2035.43,1294.17 2036.32,1294.87 2037.21,1295.54 2038.1,1296.19 2038.99,1296.81 2039.89,1297.41 2040.78,1297.98 \n",
       "  2041.67,1298.53 2042.56,1299.05 2043.45,1299.55 2044.34,1300.03 2045.23,1300.48 2046.13,1300.91 2047.02,1301.32 2047.91,1301.71 2048.8,1302.08 2049.69,1302.42 \n",
       "  2050.58,1302.75 2051.47,1303.05 2052.37,1303.34 2053.26,1303.61 2054.15,1303.86 2055.04,1304.09 2055.93,1304.31 2056.82,1304.51 2057.71,1304.69 2058.61,1304.86 \n",
       "  2059.5,1305.01 2060.39,1305.15 2061.28,1305.28 2062.17,1305.39 2063.06,1305.49 2063.95,1305.58 2064.85,1305.66 2065.74,1305.72 2066.63,1305.78 2067.52,1305.83 \n",
       "  2068.41,1305.87 2069.3,1305.9 2070.19,1305.92 2071.09,1305.94 2071.98,1305.94 2072.87,1305.95 2073.76,1305.95 2074.65,1305.94 2075.54,1305.93 2076.44,1305.92 \n",
       "  2077.33,1305.9 2078.22,1305.89 2079.11,1305.87 2080,1305.85 2080.89,1305.82 2081.78,1305.8 2082.68,1305.78 2083.57,1305.76 2084.46,1305.75 2085.35,1305.73 \n",
       "  2086.24,1305.72 2087.13,1305.71 2088.02,1305.71 2088.92,1305.71 2089.81,1305.71 2090.7,1305.72 2091.59,1305.73 2092.48,1305.75 2093.37,1305.78 2094.26,1305.82 \n",
       "  2095.16,1305.86 2096.05,1305.91 2096.94,1305.97 2097.83,1306.03 2098.72,1306.11 2099.61,1306.19 2100.5,1306.28 2101.4,1306.39 2102.29,1306.5 2103.18,1306.62 \n",
       "  2104.07,1306.76 2104.96,1306.9 2105.85,1307.05 2106.74,1307.22 2107.64,1307.4 2108.53,1307.58 2109.42,1307.78 2110.31,1307.99 2111.2,1308.21 2112.09,1308.45 \n",
       "  2112.98,1308.69 2113.88,1308.95 2114.77,1309.22 2115.66,1309.5 2116.55,1309.79 2117.44,1310.09 2118.33,1310.41 2119.22,1310.73 2120.12,1311.07 2121.01,1311.41 \n",
       "  2121.9,1311.77 2122.79,1312.14 2123.68,1312.52 2124.57,1312.9 2125.46,1313.3 2126.36,1313.71 2127.25,1314.13 2128.14,1314.55 2129.03,1314.98 2129.92,1315.43 \n",
       "  2130.81,1315.87 2131.7,1316.33 2132.6,1316.79 2133.49,1317.26 2134.38,1317.74 2135.27,1318.22 2136.16,1318.71 2137.05,1319.2 2137.94,1319.69 2138.84,1320.19 \n",
       "  2139.73,1320.69 2140.62,1321.19 2141.51,1321.7 2142.4,1322.2 2143.29,1322.71 2144.18,1323.21 2145.08,1323.72 2145.97,1324.22 2146.86,1324.72 2147.75,1325.22 \n",
       "  2148.64,1325.72 2149.53,1326.21 2150.42,1326.69 2151.32,1327.17 2152.21,1327.64 2153.1,1328.11 2153.99,1328.57 2154.88,1329.02 2155.77,1329.46 2156.67,1329.89 \n",
       "  2157.56,1330.31 2158.45,1330.72 2159.34,1331.12 2160.23,1331.5 2161.12,1331.87 2162.01,1332.23 2162.91,1332.57 2163.8,1332.89 2164.69,1333.2 2165.58,1333.49 \n",
       "  2166.47,1333.76 2167.36,1334.02 2168.25,1334.25 2169.15,1334.47 2170.04,1334.66 2170.93,1334.83 2171.82,1334.98 2172.71,1335.11 2173.6,1335.22 2174.49,1335.3 \n",
       "  2175.39,1335.36 2176.28,1335.39 2177.17,1335.4 2178.06,1335.38 2178.95,1335.34 2179.84,1335.26 2180.73,1335.17 2181.63,1335.04 2182.52,1334.88 2183.41,1334.7 \n",
       "  2184.3,1334.49 2185.19,1334.25 2186.08,1333.98 2186.97,1333.68 2187.87,1333.35 2188.76,1332.99 2189.65,1332.6 2190.54,1332.18 2191.43,1331.73 2192.32,1331.24 \n",
       "  2193.21,1330.73 2194.11,1330.19 2195,1329.61 2195.89,1329.01 2196.78,1328.37 2197.67,1327.7 2198.56,1327 2199.45,1326.27 2200.35,1325.52 2201.24,1324.73 \n",
       "  2202.13,1323.91 2203.02,1323.06 2203.91,1322.18 2204.8,1321.28 2205.69,1320.34 2206.59,1319.38 2207.48,1318.39 2208.37,1317.37 2209.26,1316.32 2210.15,1315.25 \n",
       "  2211.04,1314.16 2211.93,1313.03 2212.83,1311.89 2213.72,1310.72 2214.61,1309.52 2215.5,1308.31 2216.39,1307.07 2217.28,1305.81 2218.17,1304.53 2219.07,1303.22 \n",
       "  2219.96,1301.9 2220.85,1300.57 2221.74,1299.21 2222.63,1297.84 2223.52,1296.45 2224.41,1295.05 2225.31,1293.63 2226.2,1292.2 2227.09,1290.76 2227.98,1289.3 \n",
       "  2228.87,1287.83 2229.76,1286.36 2230.65,1284.87 2231.55,1283.38 2232.44,1281.88 2233.33,1280.37 2234.22,1278.86 2235.11,1277.34 2236,1275.81 2236.89,1274.29 \n",
       "  2237.79,1272.76 2238.68,1271.23 2239.57,1269.69 2240.46,1268.16 2241.35,1266.63 2242.24,1265.09 2243.14,1263.56 2244.03,1262.03 2244.92,1260.51 2245.81,1258.98 \n",
       "  2246.7,1257.46 2247.59,1255.94 2248.48,1254.43 2249.38,1252.92 2250.27,1251.42 2251.16,1249.92 2252.05,1248.43 2252.94,1246.94 2253.83,1245.46 2254.72,1243.98 \n",
       "  2255.62,1242.51 2256.51,1241.04 2257.4,1239.58 2258.29,1238.13 2259.18,1236.68 2260.07,1235.23 2260.96,1233.79 2261.86,1232.36 2262.75,1230.93 2263.64,1229.5 \n",
       "  2264.53,1228.08 2265.42,1226.66 2266.31,1225.24 2267.2,1223.83 2268.1,1222.41 2268.99,1221 2269.88,1219.59 2270.77,1218.18 2271.66,1216.77 2272.55,1215.35 \n",
       "  2273.44,1213.94 2274.34,1212.52 2275.23,1211.11 2276.12,1209.68 2277.01,1208.26 2277.9,1206.83 2278.79,1205.4 2279.68,1203.97 2280.58,1202.53 2281.47,1201.09 \n",
       "  2282.36,1199.65 2283.25,1198.21 2284.14,1196.76 2285.03,1195.32 2285.92,1193.87 2286.82,1192.43 2287.71,1190.98 2288.6,1189.55 2289.49,1188.12 2290.38,1186.7 \n",
       "  2291.27,1185.3 2292.16,1183.91 2293.06,1182.54 2293.95,1181.2 2294.84,1179.89 2295.73,1178.61 2296.62,1177.38 2297.51,1176.19 2298.4,1175.05 2299.3,1173.98 \n",
       "  2300.19,1172.98 2301.08,1172.07 2301.97,1171.24 2302.86,1170.52 2303.75,1169.91 2304.64,1169.44 2305.54,1169.11 2306.43,1168.94 2307.32,1168.94 2308.21,1169.14 \n",
       "  2309.1,1169.56 2309.99,1170.22 2310.88,1171.13 2311.78,1172.34 2312.67,1173.85 2313.56,1175.7 2314.45,1177.92 2315.34,1180.55 2316.23,1183.61 2317.12,1187.15 \n",
       "  2318.02,1191.2 2318.91,1195.8 2319.8,1201 2320.69,1206.85 2321.58,1213.39 2322.47,1220.69 2323.37,1228.78 2324.26,1237.75 2325.15,1247.64 2326.04,1258.52 \n",
       "  \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "polyeval(theta, x) = vandermonde(x,length(theta))*theta;\n",
    "t_plot = linspace(-1,1,1000);\n",
    "using Plots\n",
    "p = plot(layout=4, legend=false, ylim=(-0.7, 0.7))\n",
    "scatter!(t, y, subplot=1, markersize = 2)\n",
    "plot!(t_plot, polyeval(theta2,t_plot), subplot=1)\n",
    "scatter!(t, y, subplot=2, markersize = 2)\n",
    "plot!(t_plot, polyeval(theta6,t_plot), subplot=2)\n",
    "scatter!(t, y, subplot=3,markersize = 2)\n",
    "plot!(t_plot, polyeval(theta10,t_plot), subplot=3)\n",
    "scatter!(t, y, subplot=4, markersize = 2)\n",
    "plot!(t_plot, polyeval(theta15,t_plot), subplot=4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Figure 13.4** Least squares polynomial fits of degree $1, 6, 10$, and $15$ to $100$\n",
    "points\n",
    "\n",
    "**Piecewise-linear fit.** In the following code least squares is used to fit a piecewise-linear function to $100$ points. It produces Figure 13.5, which is similar to Figure [13.8](https://web.stanford.edu/~boyd/vmls/vmls.pdf#figure.13.8) in VMLS."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip1800\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip1800)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1801\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip1800)\" d=\"\n",
       "M141.865 1487.47 L2352.76 1487.47 L2352.76 47.2441 L141.865 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip1802\">\n",
       "    <rect x=\"141\" y=\"47\" width=\"2212\" height=\"1441\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  254.098,1487.47 254.098,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  750.704,1487.47 750.704,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1247.31,1487.47 1247.31,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1743.92,1487.47 1743.92,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2240.52,1487.47 2240.52,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  141.865,1254.4 2352.76,1254.4 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  141.865,898.357 2352.76,898.357 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  141.865,542.319 2352.76,542.319 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  141.865,186.281 2352.76,186.281 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  141.865,1487.47 2352.76,1487.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  141.865,1487.47 141.865,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  254.098,1487.47 254.098,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  750.704,1487.47 750.704,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1247.31,1487.47 1247.31,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1743.92,1487.47 1743.92,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2240.52,1487.47 2240.52,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  141.865,1254.4 175.028,1254.4 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  141.865,898.357 175.028,898.357 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  141.865,542.319 175.028,542.319 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip1800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  141.865,186.281 175.028,186.281 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip1800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 254.098, 1541.47)\" x=\"254.098\" y=\"1541.47\">-2</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 750.704, 1541.47)\" x=\"750.704\" y=\"1541.47\">-1</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1247.31, 1541.47)\" x=\"1247.31\" y=\"1541.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1743.92, 1541.47)\" x=\"1743.92\" y=\"1541.47\">1</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2240.52, 1541.47)\" x=\"2240.52\" y=\"1541.47\">2</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 117.865, 1271.9)\" x=\"117.865\" y=\"1271.9\">-5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 117.865, 915.857)\" x=\"117.865\" y=\"915.857\">-4</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 117.865, 559.819)\" x=\"117.865\" y=\"559.819\">-3</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip1800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 117.865, 203.781)\" x=\"117.865\" y=\"203.781\">-2</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"751.919\" cy=\"596.297\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"751.919\" cy=\"596.297\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1443.31\" cy=\"928.071\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1443.31\" cy=\"928.071\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1316.22\" cy=\"891.348\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1316.22\" cy=\"891.348\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2221.85\" cy=\"231.345\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2221.85\" cy=\"231.345\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1522.47\" cy=\"1055.24\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1522.47\" cy=\"1055.24\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"662.642\" cy=\"856.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"662.642\" cy=\"856.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1351.04\" cy=\"1057.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1351.04\" cy=\"1057.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"934.251\" cy=\"819.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"934.251\" cy=\"819.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1271.78\" cy=\"1089.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1271.78\" cy=\"1089.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"372.939\" cy=\"1134.93\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"372.939\" cy=\"1134.93\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1144.08\" cy=\"910.844\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1144.08\" cy=\"910.844\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1941.85\" cy=\"881.139\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1941.85\" cy=\"881.139\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1167.04\" cy=\"825.022\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1167.04\" cy=\"825.022\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1289.64\" cy=\"1104.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1289.64\" cy=\"1104.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1728.71\" cy=\"1307.9\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1728.71\" cy=\"1307.9\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"486.404\" cy=\"934.137\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"486.404\" cy=\"934.137\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1231.86\" cy=\"929.982\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1231.86\" cy=\"929.982\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"277.391\" cy=\"1254.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"277.391\" cy=\"1254.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"360.147\" cy=\"1446.71\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"360.147\" cy=\"1446.71\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1360.51\" cy=\"1074.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1360.51\" cy=\"1074.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1756.22\" cy=\"1241.77\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1756.22\" cy=\"1241.77\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1991.11\" cy=\"806.714\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1991.11\" cy=\"806.714\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1444.28\" cy=\"859.535\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1444.28\" cy=\"859.535\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"620.468\" cy=\"722.779\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"620.468\" cy=\"722.779\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1008.3\" cy=\"632.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1008.3\" cy=\"632.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1317.47\" cy=\"960.659\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1317.47\" cy=\"960.659\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"351.407\" cy=\"1120.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"351.407\" cy=\"1120.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2017\" cy=\"692.855\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2017\" cy=\"692.855\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1287.95\" cy=\"828.076\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1287.95\" cy=\"828.076\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1318.65\" cy=\"765.109\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1318.65\" cy=\"765.109\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"890.996\" cy=\"563.541\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"890.996\" cy=\"563.541\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2113.43\" cy=\"560.863\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2113.43\" cy=\"560.863\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"694.497\" cy=\"484.012\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"694.497\" cy=\"484.012\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1433.11\" cy=\"1091.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1433.11\" cy=\"1091.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1912.2\" cy=\"1017.9\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1912.2\" cy=\"1017.9\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1307.56\" cy=\"910.881\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1307.56\" cy=\"910.881\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1716.85\" cy=\"1251.91\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1716.85\" cy=\"1251.91\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"909.893\" cy=\"702.788\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"909.893\" cy=\"702.788\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"534.044\" cy=\"964.542\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"534.044\" cy=\"964.542\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2189.37\" cy=\"200.887\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2189.37\" cy=\"200.887\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1694.15\" cy=\"1291.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1694.15\" cy=\"1291.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"956.346\" cy=\"624.469\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"956.346\" cy=\"624.469\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1035.75\" cy=\"853.253\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1035.75\" cy=\"853.253\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2146.07\" cy=\"544.655\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2146.07\" cy=\"544.655\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"364.814\" cy=\"1135.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"364.814\" cy=\"1135.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"924.994\" cy=\"645.355\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"924.994\" cy=\"645.355\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"903.572\" cy=\"668.913\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"903.572\" cy=\"668.913\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2087.49\" cy=\"673.378\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2087.49\" cy=\"673.378\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"908.434\" cy=\"688.913\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"908.434\" cy=\"688.913\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1048.65\" cy=\"836.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1048.65\" cy=\"836.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2210.36\" cy=\"250.028\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2210.36\" cy=\"250.028\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1416.53\" cy=\"1101.09\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1416.53\" cy=\"1101.09\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1837.29\" cy=\"1098.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1837.29\" cy=\"1098.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1372.95\" cy=\"826.756\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1372.95\" cy=\"826.756\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"363.044\" cy=\"1087.42\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"363.044\" cy=\"1087.42\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1058.14\" cy=\"948.325\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1058.14\" cy=\"948.325\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"450.389\" cy=\"1073.01\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"450.389\" cy=\"1073.01\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1486.04\" cy=\"1053\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1486.04\" cy=\"1053\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1950.74\" cy=\"980.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1950.74\" cy=\"980.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"320.375\" cy=\"1287.49\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"320.375\" cy=\"1287.49\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1495.07\" cy=\"963.376\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1495.07\" cy=\"963.376\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"553.315\" cy=\"865.565\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"553.315\" cy=\"865.565\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1217.07\" cy=\"840.097\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1217.07\" cy=\"840.097\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"543.696\" cy=\"786.255\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"543.696\" cy=\"786.255\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1006.3\" cy=\"650.469\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1006.3\" cy=\"650.469\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2208.4\" cy=\"228.927\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2208.4\" cy=\"228.927\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2010.58\" cy=\"598.704\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2010.58\" cy=\"598.704\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"565.144\" cy=\"703.723\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"565.144\" cy=\"703.723\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1183.16\" cy=\"712.639\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1183.16\" cy=\"712.639\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1439.25\" cy=\"1135.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1439.25\" cy=\"1135.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"651.185\" cy=\"531.264\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"651.185\" cy=\"531.264\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1881.16\" cy=\"1024.49\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1881.16\" cy=\"1024.49\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1986.17\" cy=\"538.963\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1986.17\" cy=\"538.963\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1308.55\" cy=\"939.757\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1308.55\" cy=\"939.757\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"700.83\" cy=\"466.889\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"700.83\" cy=\"466.889\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1997.97\" cy=\"418.819\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1997.97\" cy=\"418.819\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"569.555\" cy=\"977.241\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"569.555\" cy=\"977.241\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1864.77\" cy=\"999.145\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1864.77\" cy=\"999.145\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2074.65\" cy=\"767.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2074.65\" cy=\"767.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"419.766\" cy=\"899.391\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"419.766\" cy=\"899.391\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1689.77\" cy=\"1375.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1689.77\" cy=\"1375.88\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2116.75\" cy=\"469.696\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2116.75\" cy=\"469.696\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"917.693\" cy=\"610.176\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"917.693\" cy=\"610.176\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2102.75\" cy=\"496.696\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2102.75\" cy=\"496.696\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1270.91\" cy=\"919.554\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1270.91\" cy=\"919.554\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1867.9\" cy=\"1145.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1867.9\" cy=\"1145.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1529.09\" cy=\"946.838\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1529.09\" cy=\"946.838\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1080.43\" cy=\"891.801\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1080.43\" cy=\"891.801\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1807.68\" cy=\"1062.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1807.68\" cy=\"1062.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"711.816\" cy=\"592.268\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"711.816\" cy=\"592.268\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1948.34\" cy=\"633.096\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1948.34\" cy=\"633.096\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"433.817\" cy=\"1058.49\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"433.817\" cy=\"1058.49\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1728.44\" cy=\"1316.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1728.44\" cy=\"1316.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1104.45\" cy=\"850.963\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1104.45\" cy=\"850.963\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"541.653\" cy=\"861.548\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"541.653\" cy=\"861.548\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1827.76\" cy=\"1022.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1827.76\" cy=\"1022.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1879.14\" cy=\"1014.91\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1879.14\" cy=\"1014.91\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1333.37\" cy=\"894.34\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1333.37\" cy=\"894.34\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2040.03\" cy=\"416.354\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2040.03\" cy=\"416.354\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1309.31\" cy=\"897.081\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip1802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1309.31\" cy=\"897.081\" r=\"14\"/>\n",
       "<polyline clip-path=\"url(#clip1802)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  204.437,1416.82 750.704,530.685 1743.92,1267.62 2290.18,88.0053 \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# generate random data\n",
    "m = 100;\n",
    "x = -2 .+ 4*rand(m,1);\n",
    "y = 1 .+ 2*(x.-1) - 3*max.(x.+1,0) + 4*max.(x.-1,0) + 0.3*randn(m,1);\n",
    "# least squares fitting\n",
    "theta = [ ones(m) x max.(x.+1,0) max.(x.-1,0) ] \\ y;\n",
    "# plot result\n",
    "using Plots\n",
    "t = [-2.1, -1, 1, 2.1];\n",
    "yhat = theta[1] .+ theta[2]*t + theta[3]*max.(t.+1,0) +\n",
    "theta[4]*max.(t.-1,0);\n",
    "scatter(x, y, legend=false)\n",
    "plot!(t, yhat)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Figure 13.5** Piecewise-linear fit to $100$ points.\n",
    "\n",
    "**House price regression.** We calculate the simple regression model for predicting\n",
    "house sales price from area and number of bedrooms, using the data of $774$ house\n",
    "sales in Sacramento."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3-element Array{Float64,1}:\n",
       "  54.40167360394445\n",
       " 148.7250726002902 \n",
       " -18.85335787777865"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " D = house_sales_data(); # creates 3 vectors: area, beds, price\n",
    " area = D[\"area\"];\n",
    " beds = D[\"beds\"];\n",
    " price = D[\"price\"];\n",
    " m = length(price);\n",
    " A = [ ones(m) area beds ];\n",
    " x = A \\ price"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "74.84571649590146"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rms_error = rms(price - A*x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "112.78216159756509"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "std_prices = stdev(price)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Auto-regressive time series model.** In the following Julia code we fit an auto-\n",
    "regressive model to the temperature time series discussed on page [259](https://web.stanford.edu/~boyd/vmls/vmls.pdf#section*.304) of VMLS. In Figure 13.6 we compare the first five days of the model predictions with the data. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "744"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t = temperature_data(); # import time series of temperatures t\n",
    "N = length(t)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3.05055928562933"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stdev(t) # Standard deviation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.1602431638206119"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rms(t[2:end] - t[1:end-1]) # RMS error for simple predictor zhat_{t+1} = z_t"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.7338941400468744"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rms(t[25:end] - t[1:end-24]) # RMS error for simple predictor zhat_{t+1} = z_{t-23}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0129632612687507"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "M = 8 # Least squares fit of AR predictor with memory 8\n",
    "y = t[M+1:end];\n",
    "A = hcat( [ t[i:i+N-M-1] for i = M:-1:1]...);\n",
    "theta = A \\ y;\n",
    "ypred = A*theta;\n",
    "# RMS error of LS AR fit\n",
    "rms(ypred - y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip2200\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip2200)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip2201\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip2200)\" d=\"\n",
       "M180.66 1487.47 L2352.76 1487.47 L2352.76 47.2441 L180.66 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip2202\">\n",
       "    <rect x=\"180\" y=\"47\" width=\"2173\" height=\"1441\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  224.915,1487.47 224.915,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  655.408,1487.47 655.408,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1085.9,1487.47 1085.9,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1516.39,1487.47 1516.39,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1946.89,1487.47 1946.89,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,1287.88 2352.76,1287.88 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,1039.69 2352.76,1039.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,791.506 2352.76,791.506 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,543.321 2352.76,543.321 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,295.136 2352.76,295.136 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,1487.47 2352.76,1487.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,1487.47 180.66,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  224.915,1487.47 224.915,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  655.408,1487.47 655.408,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1085.9,1487.47 1085.9,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1516.39,1487.47 1516.39,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1946.89,1487.47 1946.89,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,1287.88 213.242,1287.88 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,1039.69 213.242,1039.69 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,791.506 213.242,791.506 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,543.321 213.242,543.321 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip2200)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,295.136 213.242,295.136 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 224.915, 1541.47)\" x=\"224.915\" y=\"1541.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 655.408, 1541.47)\" x=\"655.408\" y=\"1541.47\">25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1085.9, 1541.47)\" x=\"1085.9\" y=\"1541.47\">50</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1516.39, 1541.47)\" x=\"1516.39\" y=\"1541.47\">75</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1946.89, 1541.47)\" x=\"1946.89\" y=\"1541.47\">100</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 1305.38)\" x=\"156.66\" y=\"1305.38\">57.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 1057.19)\" x=\"156.66\" y=\"1057.19\">60.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 809.006)\" x=\"156.66\" y=\"809.006\">62.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 560.821)\" x=\"156.66\" y=\"560.821\">65.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip2200)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 312.636)\" x=\"156.66\" y=\"312.636\">67.5</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"242.135\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"242.135\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"259.354\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"259.354\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"276.574\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"276.574\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"293.794\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"293.794\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"311.014\" cy=\"1446.71\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"311.014\" cy=\"1446.71\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"328.233\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"328.233\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"345.453\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"345.453\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"362.673\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"362.673\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"379.892\" cy=\"831.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"379.892\" cy=\"831.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"397.112\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"397.112\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"414.332\" cy=\"553.248\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"414.332\" cy=\"553.248\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"431.552\" cy=\"444.047\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"431.552\" cy=\"444.047\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"448.771\" cy=\"136.298\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"448.771\" cy=\"136.298\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"465.991\" cy=\"245.499\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"465.991\" cy=\"245.499\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"483.211\" cy=\"136.298\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"483.211\" cy=\"136.298\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"500.431\" cy=\"444.047\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"500.431\" cy=\"444.047\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"517.65\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"517.65\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"534.87\" cy=\"831.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"534.87\" cy=\"831.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"552.09\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"552.09\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"569.309\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"569.309\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"586.529\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"586.529\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"603.749\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"603.749\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"620.969\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"620.969\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"638.188\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"638.188\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"655.408\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"655.408\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"672.628\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"672.628\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"689.847\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"689.847\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"707.067\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"707.067\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"724.287\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"724.287\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"741.507\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"741.507\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"758.726\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"758.726\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"775.946\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"775.946\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"793.166\" cy=\"940.417\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"793.166\" cy=\"940.417\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"810.386\" cy=\"831.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"810.386\" cy=\"831.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"827.605\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"827.605\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"844.825\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"844.825\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"862.045\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"862.045\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"879.264\" cy=\"553.248\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"879.264\" cy=\"553.248\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"896.484\" cy=\"553.248\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"896.484\" cy=\"553.248\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"913.704\" cy=\"553.248\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"913.704\" cy=\"553.248\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"930.924\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"930.924\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"948.143\" cy=\"831.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"948.143\" cy=\"831.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"965.363\" cy=\"940.417\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"965.363\" cy=\"940.417\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"982.583\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"982.583\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"999.802\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"999.802\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1017.02\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1017.02\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1034.24\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1034.24\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1051.46\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1051.46\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1068.68\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1068.68\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1085.9\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1085.9\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1103.12\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1103.12\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1120.34\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1120.34\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1137.56\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1137.56\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1154.78\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1154.78\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1172\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1172\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1189.22\" cy=\"831.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1189.22\" cy=\"831.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1206.44\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1206.44\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1223.66\" cy=\"553.248\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1223.66\" cy=\"553.248\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1240.88\" cy=\"444.047\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1240.88\" cy=\"444.047\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1258.1\" cy=\"354.701\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1258.1\" cy=\"354.701\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1275.32\" cy=\"354.701\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1275.32\" cy=\"354.701\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1292.54\" cy=\"444.047\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1292.54\" cy=\"444.047\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1309.76\" cy=\"245.499\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1309.76\" cy=\"245.499\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.98\" cy=\"354.701\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1326.98\" cy=\"354.701\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1344.2\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1344.2\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1361.42\" cy=\"940.417\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1361.42\" cy=\"940.417\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1378.64\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1378.64\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1395.86\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1395.86\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1413.08\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1413.08\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1430.3\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1430.3\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1447.52\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1447.52\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1464.73\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1464.73\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1481.95\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1481.95\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1499.17\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1499.17\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1516.39\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1516.39\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1533.61\" cy=\"1337.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1533.61\" cy=\"1337.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1550.83\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1550.83\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1568.05\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1568.05\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1585.27\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1585.27\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1602.49\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1602.49\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1619.71\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1619.71\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1636.93\" cy=\"1248.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1636.93\" cy=\"1248.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1654.15\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1654.15\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1671.37\" cy=\"831.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1671.37\" cy=\"831.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1688.59\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1688.59\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1705.81\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1705.81\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1723.03\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1723.03\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1740.25\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1740.25\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1757.47\" cy=\"741.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1757.47\" cy=\"741.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1774.69\" cy=\"940.417\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1774.69\" cy=\"940.417\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1791.91\" cy=\"940.417\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1791.91\" cy=\"940.417\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1809.13\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1809.13\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1826.35\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1826.35\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1843.57\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1843.57\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1860.79\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1860.79\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1878.01\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1878.01\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1895.23\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1895.23\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1912.45\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1912.45\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1929.67\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1929.67\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1946.89\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1946.89\" cy=\"1138.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1964.11\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1964.11\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1981.33\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1981.33\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1998.55\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1998.55\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2015.77\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2015.77\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2032.99\" cy=\"940.417\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2032.99\" cy=\"940.417\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2050.21\" cy=\"741.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2050.21\" cy=\"741.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2067.43\" cy=\"741.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2067.43\" cy=\"741.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2084.64\" cy=\"741.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2084.64\" cy=\"741.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2101.86\" cy=\"553.248\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2101.86\" cy=\"553.248\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2119.08\" cy=\"444.047\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2119.08\" cy=\"444.047\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2136.3\" cy=\"245.499\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2136.3\" cy=\"245.499\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2153.52\" cy=\"354.701\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2153.52\" cy=\"354.701\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2170.74\" cy=\"354.701\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2170.74\" cy=\"354.701\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2187.96\" cy=\"642.595\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2187.96\" cy=\"642.595\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2205.18\" cy=\"741.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2205.18\" cy=\"741.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2222.4\" cy=\"831.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2222.4\" cy=\"831.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2239.62\" cy=\"831.215\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2239.62\" cy=\"831.215\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2256.84\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2256.84\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2274.06\" cy=\"1029.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2274.06\" cy=\"1029.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2291.28\" cy=\"1138.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip2202)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2291.28\" cy=\"1138.96\" r=\"14\"/>\n",
       "<polyline clip-path=\"url(#clip2202)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  379.892,937.701 397.112,690.46 414.332,528.698 431.552,470.663 448.771,403.147 465.991,88.0053 483.211,260.196 500.431,177.848 517.65,509.768 534.87,811.331 \n",
       "  552.09,984.534 569.309,1162.41 586.529,1227.68 603.749,1264.4 620.969,1220.48 638.188,1064 655.408,1198.29 672.628,1230.12 689.847,1215.01 707.067,1362.5 \n",
       "  724.287,1374.33 741.507,1330.74 758.726,1224.75 775.946,1223.12 793.166,1095.81 810.386,854.279 827.605,759.882 844.825,576.008 862.045,594.094 879.264,659.867 \n",
       "  896.484,570.531 913.704,578.718 930.924,595.286 948.143,674.756 965.363,902.105 982.583,1030.9 999.802,1231.9 1017.02,1199.76 1034.24,1127.76 1051.46,1106.79 \n",
       "  1068.68,1094.06 1085.9,1094.51 1103.12,1122.3 1120.34,1274.54 1137.56,1275.4 1154.78,1251.94 1172,1366.91 1189.22,1109.75 1206.44,694.895 1223.66,516.282 \n",
       "  1240.88,461.14 1258.1,364.563 1275.32,335.191 1292.54,406.642 1309.76,521.097 1326.98,253.257 1344.2,367.364 1361.42,763.878 1378.64,1073.15 1395.86,1132.42 \n",
       "  1413.08,1237.8 1430.3,1308.42 1447.52,1319.27 1464.73,1177.16 1481.95,1189.94 1499.17,1330.39 1516.39,1320.13 1533.61,1319.33 1550.83,1352.79 1568.05,1231.7 \n",
       "  1585.27,1211.34 1602.49,1238.71 1619.71,1107.98 1636.93,1117.68 1654.15,1287.65 1671.37,1140.87 1688.59,741.876 1705.81,549.331 1723.03,586.336 1740.25,602.391 \n",
       "  1757.47,654.954 1774.69,839.929 1791.91,1072.76 1809.13,1008.61 1826.35,1063.85 1843.57,1061.45 1860.79,1005.7 1878.01,992.488 1895.23,1008.84 1912.45,1014.57 \n",
       "  1929.67,1157.48 1946.89,1166.22 1964.11,1142.75 1981.33,1012.76 1998.55,998.994 2015.77,1008.07 2032.99,1013.31 2050.21,925.615 2067.43,694.341 2084.64,701.981 \n",
       "  2101.86,731.14 2119.08,500.366 2136.3,399.385 2153.52,212.092 2170.74,334.487 2187.96,378.061 2205.18,738.936 2222.4,889.038 2239.62,924.836 2256.84,874.523 \n",
       "  2274.06,1063.06 2291.28,1028.45 \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Plot first five days\n",
    "using Plots\n",
    "Nplot = 24*5\n",
    "scatter(1:Nplot, t[1:Nplot], legend =false)\n",
    "plot!(M+1:Nplot, ypred[1:Nplot-M])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Figure 13.6** Hourly temperature at Los Angeles International Airport between 12:53AM on May 1, 2016, and 11:53PM on May 5, 2016, shown as circles. The solid line is the prediction of an auto-regressive model with eight coefficients."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 13.2 Validation\n",
    "**Polynomial approximation.** We return to the polynomial fitting example of page [100](#page_100). We continue with the data vectors `t` and `y` in the code on page [100](#page_100) as the training set, and generate a test set of $100$ randomly chosen points generated by the same method as used for the training set. We then fit polynomials of degree $0,. . . , 20$ (i.e., with $p = 1, . . . , 21$ coefficients) and compute the RMS errors on the training set and the test set. This produces a figure similar to Figure [13.11](https://web.stanford.edu/~boyd/vmls/vmls.pdf#figure.13.11) in VMLS, shown here as Figure 13.7. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip3400\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip3400)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip3401\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip3400)\" d=\"\n",
       "M215.754 1425.62 L2352.76 1425.62 L2352.76 47.2441 L215.754 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip3402\">\n",
       "    <rect x=\"215\" y=\"47\" width=\"2138\" height=\"1379\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  276.235,1425.62 276.235,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  780.245,1425.62 780.245,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1284.25,1425.62 1284.25,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1788.26,1425.62 1788.26,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  2292.27,1425.62 2292.27,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  215.754,1311.22 2352.76,1311.22 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  215.754,1109.23 2352.76,1109.23 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  215.754,907.241 2352.76,907.241 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  215.754,705.249 2352.76,705.249 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  215.754,503.258 2352.76,503.258 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  215.754,301.266 2352.76,301.266 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  215.754,99.2742 2352.76,99.2742 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  215.754,1425.62 2352.76,1425.62 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  215.754,1425.62 215.754,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  276.235,1425.62 276.235,1404.94 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  780.245,1425.62 780.245,1404.94 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1284.25,1425.62 1284.25,1404.94 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1788.26,1425.62 1788.26,1404.94 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  2292.27,1425.62 2292.27,1404.94 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  215.754,1311.22 247.809,1311.22 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  215.754,1109.23 247.809,1109.23 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  215.754,907.241 247.809,907.241 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  215.754,705.249 247.809,705.249 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  215.754,503.258 247.809,503.258 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  215.754,301.266 247.809,301.266 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  215.754,99.2742 247.809,99.2742 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 276.235, 1479.62)\" x=\"276.235\" y=\"1479.62\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 780.245, 1479.62)\" x=\"780.245\" y=\"1479.62\">5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1284.25, 1479.62)\" x=\"1284.25\" y=\"1479.62\">10</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1788.26, 1479.62)\" x=\"1788.26\" y=\"1479.62\">15</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 2292.27, 1479.62)\" x=\"2292.27\" y=\"1479.62\">20</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 191.754, 1328.72)\" x=\"191.754\" y=\"1328.72\">0.3</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 191.754, 1126.73)\" x=\"191.754\" y=\"1126.73\">0.4</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 191.754, 924.741)\" x=\"191.754\" y=\"924.741\">0.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 191.754, 722.749)\" x=\"191.754\" y=\"722.749\">0.6</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 191.754, 520.758)\" x=\"191.754\" y=\"520.758\">0.7</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 191.754, 318.766)\" x=\"191.754\" y=\"318.766\">0.8</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 191.754, 116.774)\" x=\"191.754\" y=\"116.774\">0.9</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:66px; text-anchor:middle;\" transform=\"rotate(0, 1284.25, 1559.48)\" x=\"1284.25\" y=\"1559.48\">Degree</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:66px; text-anchor:middle;\" transform=\"rotate(-90, 89.2861, 736.431)\" x=\"89.2861\" y=\"736.431\">Relative RMS error</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#009af9; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  276.235,189.505 377.037,692.788 477.839,808.565 578.641,1211.11 679.443,1273.41 780.245,1283.76 881.047,1315.94 981.849,1320.16 1082.65,1330.21 1183.45,1335.14 \n",
       "  1284.25,1339.54 1385.06,1351.64 1485.86,1359.06 1586.66,1359.65 1687.46,1376.97 1788.26,1380.23 1889.07,1380.26 1989.87,1385.48 2090.67,1386.31 2191.47,1386.32 \n",
       "  2292.27,1386.61 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"276.235\" cy=\"189.505\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"276.235\" cy=\"189.505\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"377.037\" cy=\"692.788\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"377.037\" cy=\"692.788\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"477.839\" cy=\"808.565\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"477.839\" cy=\"808.565\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"578.641\" cy=\"1211.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"578.641\" cy=\"1211.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"679.443\" cy=\"1273.41\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"679.443\" cy=\"1273.41\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"780.245\" cy=\"1283.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"780.245\" cy=\"1283.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"881.047\" cy=\"1315.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"881.047\" cy=\"1315.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"981.849\" cy=\"1320.16\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"981.849\" cy=\"1320.16\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1082.65\" cy=\"1330.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1082.65\" cy=\"1330.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1183.45\" cy=\"1335.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1183.45\" cy=\"1335.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1284.25\" cy=\"1339.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1284.25\" cy=\"1339.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1385.06\" cy=\"1351.64\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1385.06\" cy=\"1351.64\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1485.86\" cy=\"1359.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1485.86\" cy=\"1359.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1586.66\" cy=\"1359.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1586.66\" cy=\"1359.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1687.46\" cy=\"1376.97\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1687.46\" cy=\"1376.97\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1788.26\" cy=\"1380.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1788.26\" cy=\"1380.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1889.07\" cy=\"1380.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1889.07\" cy=\"1380.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1989.87\" cy=\"1385.48\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1989.87\" cy=\"1385.48\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2090.67\" cy=\"1386.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2090.67\" cy=\"1386.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2191.47\" cy=\"1386.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2191.47\" cy=\"1386.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2292.27\" cy=\"1386.61\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3402)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2292.27\" cy=\"1386.61\" r=\"14\"/>\n",
       "<polyline clip-path=\"url(#clip3402)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  276.235,86.2547 377.037,688.621 477.839,766.674 578.641,1131.37 679.443,1209.8 780.245,1222.91 881.047,1231.6 981.849,1211.05 1082.65,1241.88 1183.45,1259.68 \n",
       "  1284.25,1265.09 1385.06,1257.27 1485.86,1274.61 1586.66,1270.07 1687.46,1237.11 1788.26,1236.53 1889.07,1238.24 1989.87,1222.53 2090.67,1223.76 2191.47,1222.86 \n",
       "  2292.27,1218.93 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  256.235,66.2547 256.235,106.255 296.235,106.255 296.235,66.2547 256.235,66.2547 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  260.235,70.2547 260.235,102.255 292.235,102.255 292.235,70.2547 260.235,70.2547 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  357.037,668.621 357.037,708.621 397.037,708.621 397.037,668.621 357.037,668.621 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  361.037,672.621 361.037,704.621 393.037,704.621 393.037,672.621 361.037,672.621 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  457.839,746.674 457.839,786.674 497.839,786.674 497.839,746.674 457.839,746.674 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  461.839,750.674 461.839,782.674 493.839,782.674 493.839,750.674 461.839,750.674 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  558.641,1111.37 558.641,1151.37 598.641,1151.37 598.641,1111.37 558.641,1111.37 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  562.641,1115.37 562.641,1147.37 594.641,1147.37 594.641,1115.37 562.641,1115.37 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  659.443,1189.8 659.443,1229.8 699.443,1229.8 699.443,1189.8 659.443,1189.8 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  663.443,1193.8 663.443,1225.8 695.443,1225.8 695.443,1193.8 663.443,1193.8 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  760.245,1202.91 760.245,1242.91 800.245,1242.91 800.245,1202.91 760.245,1202.91 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  764.245,1206.91 764.245,1238.91 796.245,1238.91 796.245,1206.91 764.245,1206.91 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  861.047,1211.6 861.047,1251.6 901.047,1251.6 901.047,1211.6 861.047,1211.6 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  865.047,1215.6 865.047,1247.6 897.047,1247.6 897.047,1215.6 865.047,1215.6 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  961.849,1191.05 961.849,1231.05 1001.85,1231.05 1001.85,1191.05 961.849,1191.05 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  965.849,1195.05 965.849,1227.05 997.849,1227.05 997.849,1195.05 965.849,1195.05 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1062.65,1221.88 1062.65,1261.88 1102.65,1261.88 1102.65,1221.88 1062.65,1221.88 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1066.65,1225.88 1066.65,1257.88 1098.65,1257.88 1098.65,1225.88 1066.65,1225.88 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1163.45,1239.68 1163.45,1279.68 1203.45,1279.68 1203.45,1239.68 1163.45,1239.68 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1167.45,1243.68 1167.45,1275.68 1199.45,1275.68 1199.45,1243.68 1167.45,1243.68 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1264.25,1245.09 1264.25,1285.09 1304.25,1285.09 1304.25,1245.09 1264.25,1245.09 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1268.25,1249.09 1268.25,1281.09 1300.25,1281.09 1300.25,1249.09 1268.25,1249.09 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1365.06,1237.27 1365.06,1277.27 1405.06,1277.27 1405.06,1237.27 1365.06,1237.27 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1369.06,1241.27 1369.06,1273.27 1401.06,1273.27 1401.06,1241.27 1369.06,1241.27 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1465.86,1254.61 1465.86,1294.61 1505.86,1294.61 1505.86,1254.61 1465.86,1254.61 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1469.86,1258.61 1469.86,1290.61 1501.86,1290.61 1501.86,1258.61 1469.86,1258.61 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1566.66,1250.07 1566.66,1290.07 1606.66,1290.07 1606.66,1250.07 1566.66,1250.07 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1570.66,1254.07 1570.66,1286.07 1602.66,1286.07 1602.66,1254.07 1570.66,1254.07 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1667.46,1217.11 1667.46,1257.11 1707.46,1257.11 1707.46,1217.11 1667.46,1217.11 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1671.46,1221.11 1671.46,1253.11 1703.46,1253.11 1703.46,1221.11 1671.46,1221.11 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1768.26,1216.53 1768.26,1256.53 1808.26,1256.53 1808.26,1216.53 1768.26,1216.53 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1772.26,1220.53 1772.26,1252.53 1804.26,1252.53 1804.26,1220.53 1772.26,1220.53 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1869.07,1218.24 1869.07,1258.24 1909.07,1258.24 1909.07,1218.24 1869.07,1218.24 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1873.07,1222.24 1873.07,1254.24 1905.07,1254.24 1905.07,1222.24 1873.07,1222.24 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  1969.87,1202.53 1969.87,1242.53 2009.87,1242.53 2009.87,1202.53 1969.87,1202.53 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  1973.87,1206.53 1973.87,1238.53 2005.87,1238.53 2005.87,1206.53 1973.87,1206.53 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  2070.67,1203.76 2070.67,1243.76 2110.67,1243.76 2110.67,1203.76 2070.67,1203.76 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  2074.67,1207.76 2074.67,1239.76 2106.67,1239.76 2106.67,1207.76 2074.67,1207.76 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  2171.47,1202.86 2171.47,1242.86 2211.47,1242.86 2211.47,1202.86 2171.47,1202.86 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  2175.47,1206.86 2175.47,1238.86 2207.47,1238.86 2207.47,1206.86 2175.47,1206.86 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  2272.27,1198.93 2272.27,1238.93 2312.27,1238.93 2312.27,1198.93 2272.27,1198.93 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3402)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  2276.27,1202.93 2276.27,1234.93 2308.27,1234.93 2308.27,1202.93 2276.27,1202.93 \n",
       "  \"/>\n",
       "<path clip-path=\"url(#clip3400)\" d=\"\n",
       "M1931.11 312.204 L2280.76 312.204 L2280.76 130.764 L1931.11 130.764  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1931.11,312.204 2280.76,312.204 2280.76,130.764 1931.11,130.764 1931.11,312.204 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#009af9; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1955.11,191.244 2099.11,191.244 \n",
       "  \"/>\n",
       "<circle clip-path=\"url(#clip3400)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2039.11\" cy=\"191.244\" r=\"25\"/>\n",
       "<circle clip-path=\"url(#clip3400)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2039.11\" cy=\"191.244\" r=\"21\"/>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 2123.11, 208.744)\" x=\"2123.11\" y=\"208.744\">Train</text>\n",
       "</g>\n",
       "<polyline clip-path=\"url(#clip3400)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1955.11,251.724 2099.11,251.724 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3400)\" style=\"fill:#000000; fill-opacity:1\" points=\"\n",
       "  2011.11,223.724 2011.11,279.724 2067.11,279.724 2067.11,223.724 2011.11,223.724 \n",
       "  \"/>\n",
       "<polygon clip-path=\"url(#clip3400)\" style=\"fill:#e26f46; fill-opacity:1\" points=\"\n",
       "  2015.11,227.724 2015.11,275.724 2063.11,275.724 2063.11,227.724 2015.11,227.724 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip3400)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 2123.11, 269.224)\" x=\"2123.11\" y=\"269.224\">Test</text>\n",
       "</g>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Generate the test set.\n",
    "m = 100;\n",
    "t = -1 .+ 2*rand(m,1);\n",
    "\n",
    "y = t.^3 - t + 0.4 ./ (1 .+ 25*t.^2) + 0.10*randn(m,1);\n",
    "N = length(t)\n",
    "t_test = -1 .+ 2*rand(m,1);\n",
    "\n",
    "y_test = t_test.^3 - t_test + 0.4 ./ (1 .+ 25*t_test.^2) + 0.10*randn(m,1);\n",
    "error_train = zeros(21);\n",
    "error_test = zeros(21);\n",
    "\n",
    "for p = 1:21\n",
    "    A = vandermonde(t,p)\n",
    "    theta = A \\ y\n",
    "    error_train[p] = norm(A*theta - y) / norm(y)\n",
    "    error_test[p] = norm( vandermonde(t_test, p) * theta - y_test) / norm(y_test);\n",
    "end\n",
    "using Plots\n",
    "plot(0:20, error_train, label = \"Train\", marker = :circle)\n",
    "plot!(0:20, error_test, label = \"Test\", marker = :square)\n",
    "plot!(xlabel=\"Degree\", ylabel = \"Relative RMS error\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Figure 13.7** RMS error versus polynomial degree for the fitting example in\n",
    "figure 13.4.\n",
    "\n",
    "**House price regression model.** On page 13.1 we used a data set of $774$ house sales data to fit a simple regression model\n",
    "$$\n",
    "ŷ = v + β_1x_1 + β_2x_2,\n",
    "$$ where $ŷ$ is the predicted sales price, $x_1$ is the area, and $x_2$ is the number of bedrooms. Here we apply cross-validation to assess the generalization ability of the simple model. We use five folds, four of size $155$ ($N$fold in the code below) and one of size $154$. To choose the five folds, we create a random permutation of the indices $1, . . . , 774$. (We do this by calling the randperm function in the `Random` package.) We choose the data points indexed by the first $155$ elements in the permuted list as fold 1, the next $155$ as fold $2$, et cetera. The output of the following code outputs is similar to Table [13.1](https://web.stanford.edu/~boyd/vmls/vmls.pdf#table.13.1) in VMLS (with different numbers because of the random choice of folds). \n",
    "\n",
    "<a id='page_106'></a>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5×3 Array{Float64,2}:\n",
       " 54.5823  149.899  -18.9994\n",
       " 51.0057  146.893  -17.2246\n",
       " 54.8184  149.087  -20.0823\n",
       " 54.539   146.728  -17.7843\n",
       " 57.3916  150.641  -20.0933"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "D = house_sales_data();\n",
    "price = D[\"price\"]; area = D[\"area\"]; beds = D[\"beds\"];\n",
    "N = length(price);\n",
    "X = [ ones(N) area beds ];\n",
    "nfold = div(N,5); # size of first four folds\n",
    "import Random\n",
    "I = Random.randperm(N); # random permutation of numbers 1...N\n",
    "coeff = zeros(5,3); errors = zeros(5,2);\n",
    "rms_train = zeros(0)\n",
    "rms_test = zeros(0)\n",
    "for k = 1:5\n",
    "    if k == 1\n",
    "        Itrain = I[nfold+1:end];\n",
    "        Itest = I[1:nfold];\n",
    "        elseif k == 5\n",
    "        Itrain = I[1:4*nfold];\n",
    "        Itest = I[4*nfold+1:end];\n",
    "    else\n",
    "        Itrain = I[ [1:(k-1)*nfold ; k*nfold+1 : N]]\n",
    "        Itest = I[ [(k-1)*nfold+1 ; k*nfold ]];\n",
    "        end;\n",
    "    Ntrain = length(Itrain)\n",
    "    Ntest = length(Itest)\n",
    "    theta = X[Itrain,:] \\ price[Itrain];\n",
    "    coeff[k,:] = theta;\n",
    "    append!(rms_train, rms(X[Itrain,:] * theta - price[Itrain]))\n",
    "    append!(rms_test, rms(X[Itest,:] * theta - price[Itest]))\n",
    "    end;\n",
    "coeff # 3 coefficients for the five folds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5×2 Array{Float64,2}:\n",
       " 76.5994  67.4516\n",
       " 74.2508  28.4643\n",
       " 75.2113  58.7357\n",
       " 73.4841  44.6074\n",
       " 74.325   77.3214"
      ]
     },
     "execution_count": 87,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[rms_train rms_test] # RMS errors for five folds"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Validating time series predictions.** In the next example, we return to the $AR$\n",
    "model of hourly temperatures at $LAX$. We divide the time series in a training set\n",
    "of $24$ days and a test set of $7$ days. We fit the $AR$ model to the training set and\n",
    "calculate the $RMS$ prediction errors on the training and test sets. Figure 13.8\n",
    "shows the model predictions and the the data for the first five days of the test set."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0253577259862334"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t = temperature_data();\n",
    "N = length(t);\n",
    "# use first 24 days as training set\n",
    "Ntrain = 24 * 24; t_train = t[1:Ntrain];\n",
    "# use the rest as test set\n",
    "Ntest = N-Ntrain; t_test = t[Ntrain+1:end];\n",
    "# Least squares fit of AR predictor with memory 8\n",
    "m = Ntrain - M;\n",
    "y = t_train[M+1:M+m];\n",
    "A = hcat( [t_train[i:i+m-1] for i=M:-1:1]...);\n",
    "coeff = A \\ y;\n",
    "rms_train = rms(A*coeff-y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.9755113632200977"
      ]
     },
     "execution_count": 89,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ytest = t_test[M+1:end];\n",
    "mtest = length(ytest);\n",
    "ypred = hcat( [t_test[i:i+mtest-1] for i=M:-1:1]...) * coeff;\n",
    "rms_test = rms(ypred - ytest)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip3800\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip3800)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip3801\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip3800)\" d=\"\n",
       "M180.66 1487.47 L2352.76 1487.47 L2352.76 47.2441 L180.66 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip3802\">\n",
       "    <rect x=\"180\" y=\"47\" width=\"2173\" height=\"1441\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  224.915,1487.47 224.915,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  655.408,1487.47 655.408,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1085.9,1487.47 1085.9,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1516.39,1487.47 1516.39,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1946.89,1487.47 1946.89,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,1229.46 2352.76,1229.46 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,965.172 2352.76,965.172 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,700.88 2352.76,700.88 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,436.588 2352.76,436.588 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  180.66,172.295 2352.76,172.295 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,1487.47 2352.76,1487.47 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,1487.47 180.66,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  224.915,1487.47 224.915,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  655.408,1487.47 655.408,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1085.9,1487.47 1085.9,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1516.39,1487.47 1516.39,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1946.89,1487.47 1946.89,1465.87 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,1229.46 213.242,1229.46 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,965.172 213.242,965.172 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,700.88 213.242,700.88 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,436.588 213.242,436.588 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip3800)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  180.66,172.295 213.242,172.295 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 224.915, 1541.47)\" x=\"224.915\" y=\"1541.47\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 655.408, 1541.47)\" x=\"655.408\" y=\"1541.47\">25</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1085.9, 1541.47)\" x=\"1085.9\" y=\"1541.47\">50</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1516.39, 1541.47)\" x=\"1516.39\" y=\"1541.47\">75</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1946.89, 1541.47)\" x=\"1946.89\" y=\"1541.47\">100</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 1246.96)\" x=\"156.66\" y=\"1246.96\">57.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 982.672)\" x=\"156.66\" y=\"982.672\">60.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 718.38)\" x=\"156.66\" y=\"718.38\">62.5</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 454.088)\" x=\"156.66\" y=\"454.088\">65.0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip3800)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 156.66, 189.795)\" x=\"156.66\" y=\"189.795\">67.5</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"242.135\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"242.135\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"259.354\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"259.354\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"276.574\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"276.574\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"293.794\" cy=\"1282.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"293.794\" cy=\"1282.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"311.014\" cy=\"1282.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"311.014\" cy=\"1282.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"328.233\" cy=\"1282.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"328.233\" cy=\"1282.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"345.453\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"345.453\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"362.673\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"362.673\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"379.892\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"379.892\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"397.112\" cy=\"743.166\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"397.112\" cy=\"743.166\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"414.332\" cy=\"648.021\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"414.332\" cy=\"648.021\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"431.552\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"431.552\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"448.771\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"448.771\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"465.991\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"465.991\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"483.211\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"483.211\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"500.431\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"500.431\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"517.65\" cy=\"447.159\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"517.65\" cy=\"447.159\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"534.87\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"534.87\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"552.09\" cy=\"743.166\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"552.09\" cy=\"743.166\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"569.309\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"569.309\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"586.529\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"586.529\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"603.749\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"603.749\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"620.969\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"620.969\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"638.188\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"638.188\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"655.408\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"655.408\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"672.628\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"672.628\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"689.847\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"689.847\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"707.067\" cy=\"1398.61\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"707.067\" cy=\"1398.61\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"724.287\" cy=\"1398.61\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"724.287\" cy=\"1398.61\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"741.507\" cy=\"1282.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"741.507\" cy=\"1282.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"758.726\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"758.726\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"775.946\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"775.946\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"793.166\" cy=\"648.021\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"793.166\" cy=\"648.021\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"810.386\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"810.386\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"827.605\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"827.605\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"844.825\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"844.825\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"862.045\" cy=\"119.437\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"862.045\" cy=\"119.437\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"879.264\" cy=\"119.437\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"879.264\" cy=\"119.437\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"896.484\" cy=\"235.726\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"896.484\" cy=\"235.726\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"913.704\" cy=\"447.159\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"913.704\" cy=\"447.159\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"930.924\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"930.924\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"948.143\" cy=\"648.021\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"948.143\" cy=\"648.021\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"965.363\" cy=\"648.021\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"965.363\" cy=\"648.021\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"982.583\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"982.583\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"999.802\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"999.802\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1017.02\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1017.02\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1034.24\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1034.24\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1051.46\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1051.46\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1068.68\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1068.68\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1085.9\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1085.9\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1103.12\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1103.12\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1120.34\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1120.34\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1137.56\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1137.56\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1154.78\" cy=\"1187.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1154.78\" cy=\"1187.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1172\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1172\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1189.22\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1189.22\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1206.44\" cy=\"648.021\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1206.44\" cy=\"648.021\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1223.66\" cy=\"743.166\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1223.66\" cy=\"743.166\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1240.88\" cy=\"447.159\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1240.88\" cy=\"447.159\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1258.1\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1258.1\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1275.32\" cy=\"235.726\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1275.32\" cy=\"235.726\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1292.54\" cy=\"119.437\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1292.54\" cy=\"119.437\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1309.76\" cy=\"119.437\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1309.76\" cy=\"119.437\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1326.98\" cy=\"235.726\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1326.98\" cy=\"235.726\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1344.2\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1344.2\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1361.42\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1361.42\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1378.64\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1378.64\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1395.86\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1395.86\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1413.08\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1413.08\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1430.3\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1430.3\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1447.52\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1447.52\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1464.73\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1464.73\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1481.95\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1481.95\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1499.17\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1499.17\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1516.39\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1516.39\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1533.61\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1533.61\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1550.83\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1550.83\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1568.05\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1568.05\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1585.27\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1585.27\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1602.49\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1602.49\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1619.71\" cy=\"743.166\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1619.71\" cy=\"743.166\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1636.93\" cy=\"648.021\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1636.93\" cy=\"648.021\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1654.15\" cy=\"648.021\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1654.15\" cy=\"648.021\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1671.37\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1671.37\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1688.59\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1688.59\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1705.81\" cy=\"235.726\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1705.81\" cy=\"235.726\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1723.03\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1723.03\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1740.25\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1740.25\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1757.47\" cy=\"648.021\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1757.47\" cy=\"648.021\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1774.69\" cy=\"743.166\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1774.69\" cy=\"743.166\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1791.91\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1791.91\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1809.13\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1809.13\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1826.35\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1826.35\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1843.57\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1843.57\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1860.79\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1860.79\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1878.01\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1878.01\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1895.23\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1895.23\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1912.45\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1912.45\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1929.67\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1929.67\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1946.89\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1946.89\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1964.11\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1964.11\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1981.33\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1981.33\" cy=\"1070.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1998.55\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1998.55\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2015.77\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2015.77\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2032.99\" cy=\"743.166\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2032.99\" cy=\"743.166\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2050.21\" cy=\"447.159\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2050.21\" cy=\"447.159\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2067.43\" cy=\"447.159\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2067.43\" cy=\"447.159\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2084.64\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2084.64\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2101.86\" cy=\"235.726\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2101.86\" cy=\"235.726\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2119.08\" cy=\"235.726\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2119.08\" cy=\"235.726\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2136.3\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2136.3\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2153.52\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2153.52\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2170.74\" cy=\"330.871\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2170.74\" cy=\"330.871\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2187.96\" cy=\"542.304\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2187.96\" cy=\"542.304\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2205.18\" cy=\"743.166\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2205.18\" cy=\"743.166\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2222.4\" cy=\"859.455\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2222.4\" cy=\"859.455\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2239.62\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2239.62\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2256.84\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2256.84\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2274.06\" cy=\"954.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2274.06\" cy=\"954.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"2291.28\" cy=\"1070.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip3802)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"2291.28\" cy=\"1070.89\" r=\"14\"/>\n",
       "<polyline clip-path=\"url(#clip3802)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  379.892,877.011 397.112,759.088 414.332,675.233 431.552,583.496 448.771,519.233 465.991,563.348 483.211,575.47 500.431,570.725 517.65,321.751 534.87,445.917 \n",
       "  552.09,595.809 569.309,796.769 586.529,1076.99 603.749,1059.35 620.969,1104.14 638.188,1221.24 655.408,1162.05 672.628,1144.66 689.847,1176.47 707.067,1158.2 \n",
       "  724.287,1412.64 741.507,1446.71 758.726,1264.73 775.946,1015.36 793.166,746.194 810.386,492.977 827.605,436.265 844.825,273.975 862.045,320.581 879.264,132.552 \n",
       "  896.484,112.161 913.704,304.769 930.924,555.376 948.143,648.854 965.363,753.716 982.583,704.519 999.802,879.562 1017.02,983.235 1034.24,945.946 1051.46,948.027 \n",
       "  1068.68,943.843 1085.9,1048.38 1103.12,1068.65 1120.34,1068.61 1137.56,1081.86 1154.78,1205.85 1172,1195.35 1189.22,902.291 1206.44,790.222 1223.66,567.73 \n",
       "  1240.88,664.618 1258.1,404.141 1275.32,268.655 1292.54,235.461 1309.76,88.0053 1326.98,92.1058 1344.2,310.571 1361.42,422.476 1378.64,649.767 1395.86,1023.99 \n",
       "  1413.08,957.541 1430.3,972.34 1447.52,967.022 1464.73,890.342 1481.95,885.459 1499.17,928.27 1516.39,821.881 1533.61,829.564 1550.83,973.447 1568.05,972.836 \n",
       "  1585.27,964.114 1602.49,982.96 1619.71,841.902 1636.93,676.504 1654.15,590.39 1671.37,613.969 1688.59,515.38 1705.81,279.012 1723.03,195.491 1740.25,340.658 \n",
       "  1757.47,605.717 1774.69,754.915 1791.91,860.671 1809.13,958.102 1826.35,992.037 1843.57,1076.65 1860.79,1072.85 1878.01,1049.65 1895.23,905.636 1912.45,891.655 \n",
       "  1929.67,923.067 1946.89,938.317 1964.11,962.958 1981.33,979.352 1998.55,1104.63 2015.77,961.886 2032.99,813.767 2050.21,702.256 2067.43,337.654 2084.64,344.619 \n",
       "  2101.86,311.954 2119.08,196.93 2136.3,257.314 2153.52,407.789 2170.74,376.765 2187.96,363.88 2205.18,623 2222.4,842.358 2239.62,923.571 2256.84,1022.02 \n",
       "  2274.06,987.57 2291.28,913.515 \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Plots\n",
    "Nplot = 24*5\n",
    "scatter(1:Nplot, t_test[1:Nplot], legend=false)\n",
    "plot!(M+1:Nplot, ypred[1:Nplot-M])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Figure 13.8** Hourly temperature at Los Angeles International Airport be-\n",
    "tween $12:53AM$ on $May 25$, $2016$, and $11:53PM$ on $May 29$, $2016$, shown\n",
    "as circles. The solid line is the prediction of an auto-regressive model with\n",
    "eight coefficients, developed using training data from $May 1$ to $May 24$.\n",
    "\n",
    "### 13.3 Feature engineering\n",
    "Next we compute the more complicated house price regression model of §[13.3.5](https://web.stanford.edu/~boyd/vmls/vmls.pdf#subsection.13.3.5) of VMLS. The data are imported via the function house_sales_data, which returns a dictionary containing the following five vectors of length `774`: \n",
    "* price: price in thousand dollars,\n",
    "* area: house area in $1000$ square feet,\n",
    "* beds: number of bedrooms,\n",
    "* condo: `1` if a condo, `0` otherwise,\n",
    "* location: a number from `1–4`, for the four sets of ZIP codes in Table [13.4](https://web.stanford.edu/~boyd/vmls/vmls.pdf#table.13.4) of VMLS.\n",
    "\n",
    "The code computes the model and makes a scatter plot of actual and predicted\n",
    "prices (Figure 13.9). Note that the last three columns of the matrix `X` contain\n",
    "$Boolean$ variables (`true` or `false`). We rely on the fact that Julia treats this as\n",
    "integers `1` and `0`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8-element Array{Float64,1}:\n",
       "  115.61682367025571 \n",
       "  175.4131406399585  \n",
       "  -42.74776796782588 \n",
       "  -17.87835523524344 \n",
       "  -19.04472565054657 \n",
       " -100.91050308608219 \n",
       " -108.79112222093232 \n",
       "  -24.765247347062342"
      ]
     },
     "execution_count": 130,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "D = house_sales_data();\n",
    "price = D[\"price\"];\n",
    "area = D[\"area\"];\n",
    "beds = D[\"beds\"];\n",
    "condo = D[\"condo\"];\n",
    "location = D[\"location\"];\n",
    "N = length(price);\n",
    "X = hcat(ones(N), area, max.(area.-1.5, 0), beds, condo, location .== 2, location .== 3, location .== 4 );\n",
    "theta = X \\ price"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "68.34428699036884"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rms(X*theta - price) # RMS prediction error"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"500\" height=\"500\" viewBox=\"0 0 2000 2000\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip4600\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2000\" height=\"2000\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip4600)\" d=\"\n",
       "M0 2000 L2000 2000 L2000 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip4601\">\n",
       "    <rect x=\"400\" y=\"200\" width=\"1401\" height=\"1401\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip4600)\" d=\"\n",
       "M248.189 1781.8 L1952.76 1781.8 L1952.76 47.2441 L248.189 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip4602\">\n",
       "    <rect x=\"248\" y=\"47\" width=\"1706\" height=\"1736\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  248.189,1781.8 248.189,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  674.331,1781.8 674.331,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1100.47,1781.8 1100.47,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1526.61,1781.8 1526.61,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  1952.76,1781.8 1952.76,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  248.189,1781.8 1952.76,1781.8 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  248.189,1348.16 1952.76,1348.16 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  248.189,914.521 1952.76,914.521 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  248.189,480.883 1952.76,480.883 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#000000; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"\n",
       "  248.189,47.2441 1952.76,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  248.189,1781.8 1952.76,1781.8 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  248.189,1781.8 248.189,47.2441 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  248.189,1781.8 248.189,1755.78 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  674.331,1781.8 674.331,1755.78 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1100.47,1781.8 1100.47,1755.78 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1526.61,1781.8 1526.61,1755.78 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  1952.76,1781.8 1952.76,1755.78 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  248.189,1781.8 273.758,1781.8 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  248.189,1348.16 273.758,1348.16 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  248.189,914.521 273.758,914.521 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  248.189,480.883 273.758,480.883 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip4600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  248.189,47.2441 273.758,47.2441 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 248.189, 1833.8)\" x=\"248.189\" y=\"1833.8\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 674.331, 1833.8)\" x=\"674.331\" y=\"1833.8\">200</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1100.47, 1833.8)\" x=\"1100.47\" y=\"1833.8\">400</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1526.61, 1833.8)\" x=\"1526.61\" y=\"1833.8\">600</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:middle;\" transform=\"rotate(0, 1952.76, 1833.8)\" x=\"1952.76\" y=\"1833.8\">800</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 228.189, 1799.3)\" x=\"228.189\" y=\"1799.3\">0</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 228.189, 1365.66)\" x=\"228.189\" y=\"1365.66\">200</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 228.189, 932.021)\" x=\"228.189\" y=\"932.021\">400</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 228.189, 498.383)\" x=\"228.189\" y=\"498.383\">600</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:end;\" transform=\"rotate(0, 228.189, 64.7441)\" x=\"228.189\" y=\"64.7441\">800</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:66px; text-anchor:middle;\" transform=\"rotate(0, 1100.47, 1911.66)\" x=\"1100.47\" y=\"1911.66\">Actual price</text>\n",
       "</g>\n",
       "<g clip-path=\"url(#clip4600)\">\n",
       "<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:66px; text-anchor:middle;\" transform=\"rotate(-90, 116.34, 914.521)\" x=\"116.34\" y=\"914.521\">Predicted price</text>\n",
       "</g>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"450.404\" cy=\"1510.84\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"450.404\" cy=\"1510.84\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"458.995\" cy=\"1430.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"458.995\" cy=\"1430.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"461.919\" cy=\"1520.48\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"461.919\" cy=\"1520.48\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"474.577\" cy=\"1393.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"474.577\" cy=\"1393.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"477.245\" cy=\"1495.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"477.245\" cy=\"1495.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"479.904\" cy=\"1438.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"479.904\" cy=\"1438.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"484.059\" cy=\"1437.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"484.059\" cy=\"1437.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"489.52\" cy=\"1506.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"489.52\" cy=\"1506.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.884\" cy=\"1566.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.884\" cy=\"1566.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"503.874\" cy=\"1603.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"503.874\" cy=\"1603.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"507.347\" cy=\"1350.48\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"507.347\" cy=\"1350.48\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"508.136\" cy=\"1440.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"508.136\" cy=\"1440.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"509.589\" cy=\"1416.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"509.589\" cy=\"1416.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"510.266\" cy=\"1433.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"510.266\" cy=\"1433.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"512.61\" cy=\"1266.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"512.61\" cy=\"1266.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1523.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1523.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"518.022\" cy=\"1452.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"518.022\" cy=\"1452.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"519.388\" cy=\"1517.03\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"519.388\" cy=\"1517.03\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"523.051\" cy=\"1457.7\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"523.051\" cy=\"1457.7\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"527.738\" cy=\"1380.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"527.738\" cy=\"1380.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"529.443\" cy=\"1408.64\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"529.443\" cy=\"1408.64\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"531.573\" cy=\"1490.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"531.573\" cy=\"1490.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"534.887\" cy=\"1428.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"534.887\" cy=\"1428.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"539.031\" cy=\"1341.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"539.031\" cy=\"1341.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"543.825\" cy=\"1441.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"543.825\" cy=\"1441.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"548.619\" cy=\"1490.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"548.619\" cy=\"1490.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"559.805\" cy=\"1343.98\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"559.805\" cy=\"1343.98\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"562.06\" cy=\"1454.69\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"562.06\" cy=\"1454.69\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"565.132\" cy=\"1362.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"565.132\" cy=\"1362.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"566.928\" cy=\"1486.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"566.928\" cy=\"1486.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1540.92\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1540.92\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"572.057\" cy=\"1372.78\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"572.057\" cy=\"1372.78\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"576.318\" cy=\"1424.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"576.318\" cy=\"1424.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"582.489\" cy=\"1481.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"582.489\" cy=\"1481.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"591.766\" cy=\"1430.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"591.766\" cy=\"1430.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"592.299\" cy=\"1309.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"592.299\" cy=\"1309.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"597.625\" cy=\"1479\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"597.625\" cy=\"1479\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1328.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1328.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"602.648\" cy=\"1220.68\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"602.648\" cy=\"1220.68\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"602.648\" cy=\"1289.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"602.648\" cy=\"1289.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1321.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1321.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1431.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1431.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"616.802\" cy=\"1325.67\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"616.802\" cy=\"1325.67\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"619.465\" cy=\"1326.87\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"619.465\" cy=\"1326.87\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"619.599\" cy=\"1290\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"619.599\" cy=\"1290\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"628.478\" cy=\"1432.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"628.478\" cy=\"1432.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"629.075\" cy=\"1348.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"629.075\" cy=\"1348.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"633.847\" cy=\"1437.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"633.847\" cy=\"1437.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.705\" cy=\"1428.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"635.705\" cy=\"1428.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"637.229\" cy=\"1250.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"637.229\" cy=\"1250.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"637.504\" cy=\"1404.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"637.504\" cy=\"1404.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"637.576\" cy=\"1453.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"637.576\" cy=\"1453.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"638.535\" cy=\"1304.85\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"638.535\" cy=\"1304.85\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"650.341\" cy=\"1320.78\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"650.341\" cy=\"1320.78\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"650.893\" cy=\"1343.22\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"650.893\" cy=\"1343.22\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"657.428\" cy=\"1396.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"657.428\" cy=\"1396.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"661.547\" cy=\"1288.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"661.547\" cy=\"1288.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"663.29\" cy=\"1348.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"663.29\" cy=\"1348.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"670.07\" cy=\"1401.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"670.07\" cy=\"1401.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"673.266\" cy=\"1289.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"673.266\" cy=\"1289.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1038.57\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1038.57\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1510.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1510.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"691.377\" cy=\"1292.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"691.377\" cy=\"1292.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"701.74\" cy=\"1325.67\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"701.74\" cy=\"1325.67\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"719.076\" cy=\"1323.95\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"719.076\" cy=\"1323.95\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"719.076\" cy=\"1317.42\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"719.076\" cy=\"1317.42\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"723.461\" cy=\"1207.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"723.461\" cy=\"1207.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"733.75\" cy=\"1318.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"733.75\" cy=\"1318.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"741.399\" cy=\"1321.16\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"741.399\" cy=\"1321.16\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"748.26\" cy=\"1376.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"748.26\" cy=\"1376.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"748.906\" cy=\"1419.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"748.906\" cy=\"1419.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"751.036\" cy=\"1354.25\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"751.036\" cy=\"1354.25\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"752.496\" cy=\"1140.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"752.496\" cy=\"1140.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"754.872\" cy=\"1125.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"754.872\" cy=\"1125.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"759.819\" cy=\"1412.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"759.819\" cy=\"1412.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"765.18\" cy=\"1122.09\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"765.18\" cy=\"1122.09\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"768.082\" cy=\"1400.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"768.082\" cy=\"1400.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"770.128\" cy=\"1518.93\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"770.128\" cy=\"1518.93\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"772.169\" cy=\"1100.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"772.169\" cy=\"1100.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1369.87\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1369.87\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1325.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1325.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"781.152\" cy=\"1364.42\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"781.152\" cy=\"1364.42\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"789.815\" cy=\"1214.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"789.815\" cy=\"1214.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"789.815\" cy=\"1213.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"789.815\" cy=\"1213.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"797.912\" cy=\"1019.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"797.912\" cy=\"1019.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1283.92\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1283.92\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"802.203\" cy=\"1496.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"802.203\" cy=\"1496.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"812.827\" cy=\"1287.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"812.827\" cy=\"1287.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"827.192\" cy=\"1512.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"827.192\" cy=\"1512.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"831.471\" cy=\"1100.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"831.471\" cy=\"1100.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"834.317\" cy=\"1333.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"834.317\" cy=\"1333.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"846.891\" cy=\"917.504\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"846.891\" cy=\"917.504\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"855.441\" cy=\"1191.63\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"855.441\" cy=\"1191.63\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"860.591\" cy=\"1209.75\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"860.591\" cy=\"1209.75\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"868.225\" cy=\"1210.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"868.225\" cy=\"1210.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"870.407\" cy=\"1180.39\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"870.407\" cy=\"1180.39\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"881.01\" cy=\"1104.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"881.01\" cy=\"1104.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"883.14\" cy=\"1214.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"883.14\" cy=\"1214.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"885.271\" cy=\"1251.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"885.271\" cy=\"1251.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"896.003\" cy=\"999.299\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"896.003\" cy=\"999.299\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"910.84\" cy=\"1118.86\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"910.84\" cy=\"1118.86\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"920.507\" cy=\"1123.85\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"920.507\" cy=\"1123.85\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"930.016\" cy=\"793.346\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"930.016\" cy=\"793.346\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"947.829\" cy=\"1232.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"947.829\" cy=\"1232.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"960.165\" cy=\"1202.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"960.165\" cy=\"1202.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"963.575\" cy=\"960.432\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"963.575\" cy=\"960.432\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"963.575\" cy=\"1105.91\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"963.575\" cy=\"1105.91\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"981.686\" cy=\"933.575\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"981.686\" cy=\"933.575\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"985.862\" cy=\"1264.98\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"985.862\" cy=\"1264.98\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"987.607\" cy=\"1180.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"987.607\" cy=\"1180.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"988.93\" cy=\"881.549\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"988.93\" cy=\"881.549\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"996.707\" cy=\"1232.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"996.707\" cy=\"1232.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1037.62\" cy=\"979.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1037.62\" cy=\"979.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1040.81\" cy=\"1137.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1040.81\" cy=\"1137.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1047.2\" cy=\"911.683\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1047.2\" cy=\"911.683\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1060.63\" cy=\"769.471\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1060.63\" cy=\"769.471\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1062\" cy=\"1192.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1062\" cy=\"1192.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1074.33\" cy=\"1239.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1074.33\" cy=\"1239.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1081.3\" cy=\"1040.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1081.3\" cy=\"1040.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1088.69\" cy=\"793.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1088.69\" cy=\"793.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1089.82\" cy=\"743.442\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1089.82\" cy=\"743.442\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1100.87\" cy=\"1104.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1100.87\" cy=\"1104.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1132.43\" cy=\"1154.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1132.43\" cy=\"1154.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1153.74\" cy=\"834.307\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1153.74\" cy=\"834.307\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1164.39\" cy=\"764.869\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1164.39\" cy=\"764.869\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.32\" cy=\"866.705\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1228.32\" cy=\"866.705\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1230.45\" cy=\"999.483\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1230.45\" cy=\"999.483\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1290.81\" cy=\"793.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1290.81\" cy=\"793.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1334.85\" cy=\"812.734\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1334.85\" cy=\"812.734\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1396.64\" cy=\"892.661\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1396.64\" cy=\"892.661\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1654.46\" cy=\"1058.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1654.46\" cy=\"1058.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"395.208\" cy=\"1566.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"395.208\" cy=\"1566.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"397.339\" cy=\"1268.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"397.339\" cy=\"1268.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"399.47\" cy=\"1566.34\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"399.47\" cy=\"1566.34\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"414.385\" cy=\"1523.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"414.385\" cy=\"1523.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"415.237\" cy=\"1560.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"415.237\" cy=\"1560.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"418.646\" cy=\"1477.48\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"418.646\" cy=\"1477.48\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"437.822\" cy=\"1404.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"437.822\" cy=\"1404.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"439.953\" cy=\"1357.7\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"439.953\" cy=\"1357.7\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"439.953\" cy=\"1514.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"439.953\" cy=\"1514.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"444.214\" cy=\"1531.87\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"444.214\" cy=\"1531.87\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"447.783\" cy=\"1612.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"447.783\" cy=\"1612.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"456.999\" cy=\"1363.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"456.999\" cy=\"1363.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"456.999\" cy=\"1572.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"456.999\" cy=\"1572.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"459.129\" cy=\"1254.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"459.129\" cy=\"1254.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"461.26\" cy=\"1572.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"461.26\" cy=\"1572.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"475.57\" cy=\"1472.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"475.57\" cy=\"1472.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"484.698\" cy=\"1488.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"484.698\" cy=\"1488.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"484.698\" cy=\"1466.48\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"484.698\" cy=\"1466.48\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"492.795\" cy=\"1459.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"492.795\" cy=\"1459.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"504.104\" cy=\"1448.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"504.104\" cy=\"1448.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"510.746\" cy=\"1483.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"510.746\" cy=\"1483.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"511.864\" cy=\"1444.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"511.864\" cy=\"1444.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1528.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1528.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1457.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1457.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"516.659\" cy=\"1455.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"516.659\" cy=\"1455.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"523.051\" cy=\"1502.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"523.051\" cy=\"1502.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"533.704\" cy=\"1465.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"533.704\" cy=\"1465.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"535.835\" cy=\"1405.62\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"535.835\" cy=\"1405.62\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"536.9\" cy=\"1385.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"536.9\" cy=\"1385.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"546.488\" cy=\"1455.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"546.488\" cy=\"1455.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"546.488\" cy=\"1401.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"546.488\" cy=\"1401.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"551.815\" cy=\"1490.68\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"551.815\" cy=\"1490.68\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"553.946\" cy=\"1409.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"553.946\" cy=\"1409.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1569.93\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1569.93\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1371.34\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1371.34\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1431.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1431.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"559.273\" cy=\"1455.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"559.273\" cy=\"1455.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"564.599\" cy=\"1381.25\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"564.599\" cy=\"1381.25\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"565.665\" cy=\"1458.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"565.665\" cy=\"1458.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1364.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1364.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1423.82\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1423.82\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"572.057\" cy=\"1461.91\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"572.057\" cy=\"1461.91\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"580.58\" cy=\"1446.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"580.58\" cy=\"1446.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"580.58\" cy=\"1519.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"580.58\" cy=\"1519.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"580.58\" cy=\"1417.42\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"580.58\" cy=\"1417.42\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"584.389\" cy=\"1483.62\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"584.389\" cy=\"1483.62\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"592.625\" cy=\"1426.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"592.625\" cy=\"1426.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"593\" cy=\"1342.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"593\" cy=\"1342.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1336.78\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1336.78\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1336\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1336\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"608.279\" cy=\"1425.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"608.279\" cy=\"1425.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"621.063\" cy=\"1246.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"621.063\" cy=\"1246.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"623.727\" cy=\"1243.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"623.727\" cy=\"1243.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"629.586\" cy=\"1402.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"629.586\" cy=\"1402.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1444.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1444.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"632.569\" cy=\"1250.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"632.569\" cy=\"1250.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.978\" cy=\"1298.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"635.978\" cy=\"1298.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"641.305\" cy=\"1239.84\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"641.305\" cy=\"1239.84\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"642.37\" cy=\"1296.98\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"642.37\" cy=\"1296.98\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"650.893\" cy=\"1479\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"650.893\" cy=\"1479\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"661.547\" cy=\"1433.77\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"661.547\" cy=\"1433.77\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1436.78\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1436.78\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1336.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1336.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1393.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1393.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1248.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1248.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1221.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1221.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"689.246\" cy=\"1569.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"689.246\" cy=\"1569.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1312.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1312.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1365.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1365.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"722.018\" cy=\"1366.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"722.018\" cy=\"1366.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1289.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1289.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1262.27\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1262.27\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1326.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1326.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"733.991\" cy=\"1321.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"733.991\" cy=\"1321.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"737.538\" cy=\"1343.98\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"737.538\" cy=\"1343.98\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1238.62\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1238.62\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1327.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1327.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1293.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1293.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"746.775\" cy=\"1216.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"746.775\" cy=\"1216.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"748.906\" cy=\"1098.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"748.906\" cy=\"1098.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"751.569\" cy=\"1392.28\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"751.569\" cy=\"1392.28\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"770.213\" cy=\"1294.85\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"770.213\" cy=\"1294.85\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"770.213\" cy=\"1066.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"770.213\" cy=\"1066.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"770.213\" cy=\"1126.01\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"770.213\" cy=\"1126.01\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1418.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1418.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1351.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1351.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1131.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1131.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"791.52\" cy=\"1274.42\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"791.52\" cy=\"1274.42\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"797.335\" cy=\"1120.07\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"797.335\" cy=\"1120.07\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1324.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1324.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"804.304\" cy=\"1276.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"804.304\" cy=\"1276.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"811.696\" cy=\"1445.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"811.696\" cy=\"1445.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"812.827\" cy=\"1257.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"812.827\" cy=\"1257.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"823.481\" cy=\"1182.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"823.481\" cy=\"1182.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"823.481\" cy=\"1286.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"823.481\" cy=\"1286.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"834.134\" cy=\"1307.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"834.134\" cy=\"1307.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"834.134\" cy=\"1191.63\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"834.134\" cy=\"1191.63\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"844.788\" cy=\"1065.64\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"844.788\" cy=\"1065.64\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"857.6\" cy=\"1314.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"857.6\" cy=\"1314.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"870.356\" cy=\"1142.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"870.356\" cy=\"1142.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"870.356\" cy=\"1153.43\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"870.356\" cy=\"1153.43\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"874.603\" cy=\"1287.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"874.603\" cy=\"1287.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"874.618\" cy=\"1168.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"874.618\" cy=\"1168.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"880.517\" cy=\"1329.56\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"880.517\" cy=\"1329.56\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1377.86\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1377.86\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1119.43\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1119.43\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"888.467\" cy=\"1216.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"888.467\" cy=\"1216.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"898.055\" cy=\"1157.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"898.055\" cy=\"1157.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"929.566\" cy=\"1148.77\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"929.566\" cy=\"1148.77\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"951.323\" cy=\"1111.24\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"951.323\" cy=\"1111.24\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"951.323\" cy=\"1222.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"951.323\" cy=\"1222.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"953.454\" cy=\"1003.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"953.454\" cy=\"1003.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"959.846\" cy=\"1639.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"959.846\" cy=\"1639.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"964.107\" cy=\"1130.82\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"964.107\" cy=\"1130.82\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"970.499\" cy=\"1226\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"970.499\" cy=\"1226\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"970.499\" cy=\"1142.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"970.499\" cy=\"1142.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"983.284\" cy=\"1162\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"983.284\" cy=\"1162\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1006.72\" cy=\"1033.39\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1006.72\" cy=\"1033.39\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1018.96\" cy=\"1236.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1018.96\" cy=\"1236.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1019.39\" cy=\"1052.97\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1019.39\" cy=\"1052.97\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1036.55\" cy=\"846.963\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1036.55\" cy=\"846.963\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1068.51\" cy=\"884.069\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1068.51\" cy=\"884.069\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1098.34\" cy=\"982.187\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1098.34\" cy=\"982.187\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1104.73\" cy=\"850.953\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1104.73\" cy=\"850.953\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1113.31\" cy=\"999.483\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1113.31\" cy=\"999.483\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1143.09\" cy=\"744.274\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1143.09\" cy=\"744.274\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1153.74\" cy=\"847.779\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1153.74\" cy=\"847.779\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1196.35\" cy=\"1134.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1196.35\" cy=\"1134.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.01\" cy=\"858.432\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1207.01\" cy=\"858.432\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.32\" cy=\"1132.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1228.32\" cy=\"1132.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1228.32\" cy=\"634.75\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1228.32\" cy=\"634.75\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1238.97\" cy=\"788.812\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1238.97\" cy=\"788.812\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1253.35\" cy=\"688.356\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1253.35\" cy=\"688.356\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1279.45\" cy=\"1228.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1279.45\" cy=\"1228.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1302.89\" cy=\"899.958\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1302.89\" cy=\"899.958\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1468.02\" cy=\"675.815\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1468.02\" cy=\"675.815\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1488.26\" cy=\"1126.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1488.26\" cy=\"1126.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1555.17\" cy=\"496.863\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1555.17\" cy=\"496.863\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1697.07\" cy=\"986.067\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1697.07\" cy=\"986.067\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1737.55\" cy=\"871.401\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1737.55\" cy=\"871.401\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"379.228\" cy=\"1497.28\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"379.228\" cy=\"1497.28\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"380.4\" cy=\"1371.7\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"380.4\" cy=\"1371.7\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1490.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1490.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1524.7\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1524.7\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"393.077\" cy=\"1527.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"393.077\" cy=\"1527.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"393.077\" cy=\"1527.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"393.077\" cy=\"1527.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"412.254\" cy=\"1517.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"412.254\" cy=\"1517.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"424.467\" cy=\"1566.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"424.467\" cy=\"1566.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"427.169\" cy=\"1390.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"427.169\" cy=\"1390.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"428.607\" cy=\"1470.28\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"428.607\" cy=\"1470.28\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"429.299\" cy=\"1498.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"429.299\" cy=\"1498.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"439.953\" cy=\"1498.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"439.953\" cy=\"1498.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"439.953\" cy=\"1583.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"439.953\" cy=\"1583.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"442.084\" cy=\"1478.3\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"442.084\" cy=\"1478.3\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"450.607\" cy=\"1454.69\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"450.607\" cy=\"1454.69\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"455.933\" cy=\"1460.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"455.933\" cy=\"1460.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"461.26\" cy=\"1609.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"461.26\" cy=\"1609.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"463.391\" cy=\"1489.71\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"463.391\" cy=\"1489.71\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"467.12\" cy=\"1479\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"467.12\" cy=\"1479\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"487.894\" cy=\"1359.98\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"487.894\" cy=\"1359.98\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"488.959\" cy=\"1480.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"488.959\" cy=\"1480.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"491.09\" cy=\"1371.34\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"491.09\" cy=\"1371.34\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"491.09\" cy=\"1498.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"491.09\" cy=\"1498.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"492.688\" cy=\"1548.25\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"492.688\" cy=\"1548.25\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"493.221\" cy=\"1550.78\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"493.221\" cy=\"1550.78\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"493.221\" cy=\"1285.27\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"493.221\" cy=\"1285.27\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.565\" cy=\"1436.78\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.565\" cy=\"1436.78\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"502.276\" cy=\"1407.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"502.276\" cy=\"1407.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"503.874\" cy=\"1538.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"503.874\" cy=\"1538.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"503.874\" cy=\"1504.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"503.874\" cy=\"1504.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"504.104\" cy=\"1363.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"504.104\" cy=\"1363.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"507.07\" cy=\"1501.85\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"507.07\" cy=\"1501.85\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"507.55\" cy=\"1601.49\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"507.55\" cy=\"1601.49\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"508.136\" cy=\"1472.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"508.136\" cy=\"1472.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"510.266\" cy=\"1463.41\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"510.266\" cy=\"1463.41\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1457.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1457.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"515.749\" cy=\"1376.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"515.749\" cy=\"1376.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"518.18\" cy=\"1390\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"518.18\" cy=\"1390\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"518.704\" cy=\"1583.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"518.704\" cy=\"1583.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"518.789\" cy=\"1406.98\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"518.789\" cy=\"1406.98\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"519.855\" cy=\"1326.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"519.855\" cy=\"1326.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"525.181\" cy=\"1406.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"525.181\" cy=\"1406.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"531.797\" cy=\"1411.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"531.797\" cy=\"1411.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"539.031\" cy=\"1202.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"539.031\" cy=\"1202.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"545.423\" cy=\"1433.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"545.423\" cy=\"1433.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"546.488\" cy=\"1327.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"546.488\" cy=\"1327.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"548.193\" cy=\"1388.86\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"548.193\" cy=\"1388.86\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1457.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1457.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"561.403\" cy=\"1325.67\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"561.403\" cy=\"1325.67\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"566.943\" cy=\"1348.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"566.943\" cy=\"1348.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1385.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1385.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1270.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1270.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"578.449\" cy=\"1262.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"578.449\" cy=\"1262.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"579.376\" cy=\"1345.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"579.376\" cy=\"1345.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"579.514\" cy=\"1345.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"579.514\" cy=\"1345.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"584.841\" cy=\"1391.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"584.841\" cy=\"1391.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"584.841\" cy=\"1428.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"584.841\" cy=\"1428.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1331.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1331.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1285.82\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1285.82\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"597.625\" cy=\"1385.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"597.625\" cy=\"1385.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"597.625\" cy=\"1416.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"597.625\" cy=\"1416.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1421.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1421.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"604.018\" cy=\"1464.93\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"604.018\" cy=\"1464.93\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"604.642\" cy=\"1418.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"604.642\" cy=\"1418.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"604.642\" cy=\"1418.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"604.642\" cy=\"1418.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1488.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1488.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1425.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1425.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1214.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1214.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1289.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1289.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"618.933\" cy=\"1425.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"618.933\" cy=\"1425.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"627.455\" cy=\"1440.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"627.455\" cy=\"1440.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1337.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1337.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1331.43\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1331.43\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1311.86\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1311.86\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.978\" cy=\"1488.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"635.978\" cy=\"1488.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"649.455\" cy=\"1262.97\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"649.455\" cy=\"1262.97\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"656.22\" cy=\"1262.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"656.22\" cy=\"1262.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"657.285\" cy=\"1351.62\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"657.285\" cy=\"1351.62\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"658.777\" cy=\"1360.75\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"658.777\" cy=\"1360.75\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1367.56\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1367.56\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"669.332\" cy=\"1294.27\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"669.332\" cy=\"1294.27\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"670.07\" cy=\"1482.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"670.07\" cy=\"1482.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"675.066\" cy=\"1448.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"675.066\" cy=\"1448.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"680.723\" cy=\"1473.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"680.723\" cy=\"1473.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"689.246\" cy=\"1257.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"689.246\" cy=\"1257.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"691.377\" cy=\"1225\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"691.377\" cy=\"1225\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"695.638\" cy=\"1272.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"695.638\" cy=\"1272.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"699.899\" cy=\"1387.75\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"699.899\" cy=\"1387.75\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"703.468\" cy=\"1244.56\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"703.468\" cy=\"1244.56\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"703.515\" cy=\"1421.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"703.515\" cy=\"1421.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1232.07\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1232.07\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"989.403\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"989.403\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"706.505\" cy=\"1321.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"706.505\" cy=\"1321.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"711.618\" cy=\"1056.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"711.618\" cy=\"1056.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"712.684\" cy=\"1111.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"712.684\" cy=\"1111.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1483.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1483.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"719.076\" cy=\"1282.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"719.076\" cy=\"1282.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"723.124\" cy=\"1308.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"723.124\" cy=\"1308.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"723.633\" cy=\"1490.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"723.633\" cy=\"1490.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"728.664\" cy=\"1335.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"728.664\" cy=\"1335.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"734.688\" cy=\"1422.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"734.688\" cy=\"1422.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1227.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1227.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1388.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1388.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"739.364\" cy=\"1581.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"739.364\" cy=\"1581.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"740.809\" cy=\"1183.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"740.809\" cy=\"1183.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"742.514\" cy=\"1360.34\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"742.514\" cy=\"1360.34\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"743.579\" cy=\"1393.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"743.579\" cy=\"1393.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"746.01\" cy=\"1480.9\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"746.01\" cy=\"1480.9\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"746.775\" cy=\"1414.75\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"746.775\" cy=\"1414.75\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"747.84\" cy=\"1340.97\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"747.84\" cy=\"1340.97\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"748.906\" cy=\"1226.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"748.906\" cy=\"1226.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"751.192\" cy=\"1158.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"751.192\" cy=\"1158.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"755.298\" cy=\"1285.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"755.298\" cy=\"1285.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"757.132\" cy=\"1265.84\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"757.132\" cy=\"1265.84\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"758.92\" cy=\"1003.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"758.92\" cy=\"1003.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"759.559\" cy=\"1260.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"759.559\" cy=\"1260.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"759.559\" cy=\"919.909\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"759.559\" cy=\"919.909\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"761.69\" cy=\"1252.61\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"761.69\" cy=\"1252.61\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"770.213\" cy=\"1386.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"770.213\" cy=\"1386.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"772.344\" cy=\"1062.07\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"772.344\" cy=\"1062.07\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"774.973\" cy=\"1474.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"774.973\" cy=\"1474.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"775.497\" cy=\"1455.42\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"775.497\" cy=\"1455.42\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"780.572\" cy=\"1425.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"780.572\" cy=\"1425.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"782.997\" cy=\"1324.61\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"782.997\" cy=\"1324.61\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"785.458\" cy=\"1313.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"785.458\" cy=\"1313.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"789.756\" cy=\"1200.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"789.756\" cy=\"1200.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"797.912\" cy=\"1287.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"797.912\" cy=\"1287.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1226.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1226.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"804.304\" cy=\"1140.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"804.304\" cy=\"1140.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"804.304\" cy=\"1218.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"804.304\" cy=\"1218.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"807.5\" cy=\"1080.78\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"807.5\" cy=\"1080.78\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"814.958\" cy=\"986.136\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"814.958\" cy=\"986.136\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"814.958\" cy=\"1234.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"814.958\" cy=\"1234.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"823.481\" cy=\"1329.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"823.481\" cy=\"1329.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"832.909\" cy=\"999.483\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"832.909\" cy=\"999.483\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"834.85\" cy=\"1324.97\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"834.85\" cy=\"1324.97\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"840.484\" cy=\"1032.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"840.484\" cy=\"1032.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"844.788\" cy=\"1228.45\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"844.788\" cy=\"1228.45\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"854.772\" cy=\"955.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"854.772\" cy=\"955.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"855.213\" cy=\"1355.42\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"855.213\" cy=\"1355.42\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"855.441\" cy=\"1127.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"855.441\" cy=\"1127.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"855.441\" cy=\"1317.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"855.441\" cy=\"1317.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"876.748\" cy=\"961.158\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"876.748\" cy=\"961.158\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"878.879\" cy=\"1176.38\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"878.879\" cy=\"1176.38\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"878.998\" cy=\"1327.57\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"878.998\" cy=\"1327.57\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"881.775\" cy=\"1408.64\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"881.775\" cy=\"1408.64\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"887.274\" cy=\"1243.41\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"887.274\" cy=\"1243.41\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"898.055\" cy=\"1233.51\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"898.055\" cy=\"1233.51\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"911.538\" cy=\"1127.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"911.538\" cy=\"1127.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"915.395\" cy=\"1353.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"915.395\" cy=\"1353.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"922.835\" cy=\"1347.03\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"922.835\" cy=\"1347.03\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"930.016\" cy=\"824.239\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"930.016\" cy=\"824.239\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"930.016\" cy=\"1129.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"930.016\" cy=\"1129.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"940.669\" cy=\"1129.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"940.669\" cy=\"1129.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"948.293\" cy=\"1288.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"948.293\" cy=\"1288.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"953.454\" cy=\"1041.83\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"953.454\" cy=\"1041.83\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"972.63\" cy=\"1146.07\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"972.63\" cy=\"1146.07\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"984.873\" cy=\"1223.63\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"984.873\" cy=\"1223.63\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"996.068\" cy=\"980.786\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"996.068\" cy=\"980.786\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1001.96\" cy=\"1321.07\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1001.96\" cy=\"1321.07\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1006.8\" cy=\"1142.9\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1006.8\" cy=\"1142.9\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1016.42\" cy=\"1227.76\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1016.42\" cy=\"1227.76\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1020.16\" cy=\"1209.42\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1020.16\" cy=\"1209.42\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1025.9\" cy=\"1024.28\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1025.9\" cy=\"1024.28\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1036.55\" cy=\"1064.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1036.55\" cy=\"1064.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1053.6\" cy=\"1434.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1053.6\" cy=\"1434.88\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1074.9\" cy=\"1036.93\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1074.9\" cy=\"1036.93\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1090.03\" cy=\"860.942\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1090.03\" cy=\"860.942\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1100.47\" cy=\"1020.25\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1100.47\" cy=\"1020.25\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1118.44\" cy=\"1166.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1118.44\" cy=\"1166.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1149.48\" cy=\"1043.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1149.48\" cy=\"1043.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1159.07\" cy=\"955.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1159.07\" cy=\"955.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1166.36\" cy=\"1075.67\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1166.36\" cy=\"1075.67\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1196.35\" cy=\"1207.16\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1196.35\" cy=\"1207.16\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.01\" cy=\"545.293\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1207.01\" cy=\"545.293\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1211.27\" cy=\"583.366\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1211.27\" cy=\"583.366\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1249.62\" cy=\"907.975\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1249.62\" cy=\"907.975\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1260.28\" cy=\"886.898\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1260.28\" cy=\"886.898\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1280.52\" cy=\"1024.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1280.52\" cy=\"1024.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1313.54\" cy=\"1014.12\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1313.54\" cy=\"1014.12\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1327.79\" cy=\"1199.07\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1327.79\" cy=\"1199.07\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1373.2\" cy=\"892.364\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1373.2\" cy=\"892.364\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1482.07\" cy=\"745.713\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1482.07\" cy=\"745.713\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1603.32\" cy=\"835.708\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1603.32\" cy=\"835.708\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1672.28\" cy=\"800.318\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1672.28\" cy=\"800.318\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1688.97\" cy=\"806.588\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1688.97\" cy=\"806.588\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1721.91\" cy=\"732.193\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1721.91\" cy=\"732.193\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"366.277\" cy=\"1525.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"366.277\" cy=\"1525.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"382.424\" cy=\"1483.62\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"382.424\" cy=\"1483.62\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1434.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1434.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1483.62\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1483.62\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1197.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"386.685\" cy=\"1197.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"389.881\" cy=\"1468\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"389.881\" cy=\"1468\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"399.47\" cy=\"1485.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"399.47\" cy=\"1485.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"407.992\" cy=\"1517.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"407.992\" cy=\"1517.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"412.254\" cy=\"1541.24\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"412.254\" cy=\"1541.24\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"429.299\" cy=\"1442.93\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"429.299\" cy=\"1442.93\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"451.938\" cy=\"1469.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"451.938\" cy=\"1469.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"453.036\" cy=\"1511.01\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"453.036\" cy=\"1511.01\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"470.316\" cy=\"1581.56\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"470.316\" cy=\"1581.56\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"471.914\" cy=\"1413.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"471.914\" cy=\"1413.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"478.306\" cy=\"1536.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"478.306\" cy=\"1536.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"480.436\" cy=\"1500.3\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"480.436\" cy=\"1500.3\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"493.221\" cy=\"1480.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"493.221\" cy=\"1480.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"493.221\" cy=\"1508.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"493.221\" cy=\"1508.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"494.286\" cy=\"1364.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"494.286\" cy=\"1364.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"494.542\" cy=\"1329.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"494.542\" cy=\"1329.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.351\" cy=\"1442.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.351\" cy=\"1442.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"508.136\" cy=\"1438.68\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"508.136\" cy=\"1438.68\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"509.201\" cy=\"1440.59\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"509.201\" cy=\"1440.59\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"510.266\" cy=\"1412.03\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"510.266\" cy=\"1412.03\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"512.397\" cy=\"1402.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"512.397\" cy=\"1402.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"512.397\" cy=\"1476.34\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"512.397\" cy=\"1476.34\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"513.277\" cy=\"1382.42\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"513.277\" cy=\"1382.42\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1445.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"514.528\" cy=\"1445.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"525.181\" cy=\"1457.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"525.181\" cy=\"1457.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"528.91\" cy=\"1402.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"528.91\" cy=\"1402.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"541.633\" cy=\"1222.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"541.633\" cy=\"1222.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"541.716\" cy=\"1386.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"541.716\" cy=\"1386.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"542.227\" cy=\"1350.83\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"542.227\" cy=\"1350.83\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"546.488\" cy=\"1385.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"546.488\" cy=\"1385.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1480.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1480.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1413.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"557.142\" cy=\"1413.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1325.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1325.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1450.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1450.88\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"569.926\" cy=\"1314.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"569.926\" cy=\"1314.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"578.449\" cy=\"1501.09\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"578.449\" cy=\"1501.09\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"580.154\" cy=\"1457.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"580.154\" cy=\"1457.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"580.882\" cy=\"1340.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"580.882\" cy=\"1340.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"584.841\" cy=\"1405.57\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"584.841\" cy=\"1405.57\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1329.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1329.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"592.299\" cy=\"1235.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"592.299\" cy=\"1235.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"592.512\" cy=\"1358.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"592.512\" cy=\"1358.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"593.364\" cy=\"1449.71\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"593.364\" cy=\"1449.71\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1337.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1337.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1347.03\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1347.03\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"604.642\" cy=\"1411.68\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"604.642\" cy=\"1411.68\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1312.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1312.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1328.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"606.148\" cy=\"1328.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"607.746\" cy=\"1247.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"607.746\" cy=\"1247.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"607.746\" cy=\"1491.93\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"607.746\" cy=\"1491.93\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1446.7\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1446.7\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"610.942\" cy=\"1122.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"610.942\" cy=\"1122.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"616.802\" cy=\"1269.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"616.802\" cy=\"1269.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"623.396\" cy=\"1426.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"623.396\" cy=\"1426.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"623.727\" cy=\"1421.22\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"623.727\" cy=\"1421.22\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"627.455\" cy=\"1410.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"627.455\" cy=\"1410.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"629.586\" cy=\"1295.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"629.586\" cy=\"1295.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1426.16\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1426.16\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1329.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1329.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1254.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"631.717\" cy=\"1254.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"633.847\" cy=\"1286.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"633.847\" cy=\"1286.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"635.978\" cy=\"1450.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"635.978\" cy=\"1450.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"637.229\" cy=\"1052.95\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"637.229\" cy=\"1052.95\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"642.528\" cy=\"1375.9\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"642.528\" cy=\"1375.9\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"644.145\" cy=\"1455.8\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"644.145\" cy=\"1455.8\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"646.174\" cy=\"1488.86\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"646.174\" cy=\"1488.86\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"646.632\" cy=\"1273.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"646.632\" cy=\"1273.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"649.476\" cy=\"1361.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"649.476\" cy=\"1361.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1399.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1399.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1454.69\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1454.69\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1312.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1312.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1359.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1359.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"655.687\" cy=\"1356.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"655.687\" cy=\"1356.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"659.416\" cy=\"1313.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"659.416\" cy=\"1313.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"660.481\" cy=\"1309.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"660.481\" cy=\"1309.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1312.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1312.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1266.59\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1266.59\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1305.98\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"663.677\" cy=\"1305.98\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"670.07\" cy=\"1445.91\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"670.07\" cy=\"1445.91\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"674.118\" cy=\"1437.57\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"674.118\" cy=\"1437.57\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1431.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1431.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"676.462\" cy=\"1496.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"676.462\" cy=\"1496.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"684.81\" cy=\"1119.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"684.81\" cy=\"1119.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1303.7\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1303.7\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"686.855\" cy=\"1322.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"686.855\" cy=\"1322.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"689.246\" cy=\"1265.27\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"689.246\" cy=\"1265.27\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"690.831\" cy=\"1204.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"690.831\" cy=\"1204.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"693.507\" cy=\"1440.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"693.507\" cy=\"1440.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"695.638\" cy=\"1397.64\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"695.638\" cy=\"1397.64\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"697.649\" cy=\"1455.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"697.649\" cy=\"1455.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"703.628\" cy=\"1113.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"703.628\" cy=\"1113.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1369.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1369.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1216.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"706.292\" cy=\"1216.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1315.49\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1315.49\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1184.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1184.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1216.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1216.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1365.28\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1365.28\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1403.69\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1403.69\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"718.441\" cy=\"1217.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"718.441\" cy=\"1217.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"721.207\" cy=\"1374.41\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"721.207\" cy=\"1374.41\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"722.805\" cy=\"1173.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"722.805\" cy=\"1173.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1318.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1318.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1193.24\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1193.24\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"735.589\" cy=\"1171.49\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"735.589\" cy=\"1171.49\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"736.121\" cy=\"1467.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"736.121\" cy=\"1467.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"738.455\" cy=\"1145.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"738.455\" cy=\"1145.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"743.579\" cy=\"1155.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"743.579\" cy=\"1155.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"744.644\" cy=\"1457.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"744.644\" cy=\"1457.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"745.71\" cy=\"1175.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"745.71\" cy=\"1175.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"757.429\" cy=\"1242.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"757.429\" cy=\"1242.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"759.559\" cy=\"1215.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"759.559\" cy=\"1215.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"759.559\" cy=\"1102.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"759.559\" cy=\"1102.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"761.628\" cy=\"1179.9\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"761.628\" cy=\"1179.9\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"763.821\" cy=\"1292.7\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"763.821\" cy=\"1292.7\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"766.91\" cy=\"1229.67\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"766.91\" cy=\"1229.67\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"767.017\" cy=\"1226.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"767.017\" cy=\"1226.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"773.503\" cy=\"1396.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"773.503\" cy=\"1396.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"773.942\" cy=\"1045.68\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"773.942\" cy=\"1045.68\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"774.474\" cy=\"1245.08\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"774.474\" cy=\"1245.08\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"778.736\" cy=\"1346.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"778.736\" cy=\"1346.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"778.736\" cy=\"1236.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"778.736\" cy=\"1236.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1273.68\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1273.68\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1201.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"780.866\" cy=\"1201.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"785.128\" cy=\"1375.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"785.128\" cy=\"1375.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"791.52\" cy=\"1331.43\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"791.52\" cy=\"1331.43\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"791.52\" cy=\"1289.96\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"791.52\" cy=\"1289.96\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"791.52\" cy=\"1128.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"791.52\" cy=\"1128.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"796.207\" cy=\"1016.63\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"796.207\" cy=\"1016.63\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1411.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1411.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1095.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"802.173\" cy=\"1095.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"809.631\" cy=\"1206.25\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"809.631\" cy=\"1206.25\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"816.044\" cy=\"1301.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"816.044\" cy=\"1301.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"834.134\" cy=\"1300.43\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"834.134\" cy=\"1300.43\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"836.265\" cy=\"1087.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"836.265\" cy=\"1087.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"837.33\" cy=\"1087.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"837.33\" cy=\"1087.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"840.526\" cy=\"1146.18\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"840.526\" cy=\"1146.18\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"842.657\" cy=\"1148.87\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"842.657\" cy=\"1148.87\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"844.788\" cy=\"1317.39\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"844.788\" cy=\"1317.39\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"844.788\" cy=\"1310.89\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"844.788\" cy=\"1310.89\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"855.441\" cy=\"1210.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"855.441\" cy=\"1210.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"861.833\" cy=\"1245.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"861.833\" cy=\"1245.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"863.964\" cy=\"1180.12\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"863.964\" cy=\"1180.12\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"866.095\" cy=\"1232.43\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"866.095\" cy=\"1232.43\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"866.095\" cy=\"1144.63\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"866.095\" cy=\"1144.63\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"874.609\" cy=\"1379.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"874.609\" cy=\"1379.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"874.986\" cy=\"1287.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"874.986\" cy=\"1287.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"876.748\" cy=\"1234.79\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"876.748\" cy=\"1234.79\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"883.14\" cy=\"1212.91\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"883.14\" cy=\"1212.91\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"885.271\" cy=\"1173.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"885.271\" cy=\"1173.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1221.56\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1221.56\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1146.97\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1146.97\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1125.62\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"887.402\" cy=\"1125.62\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"888.61\" cy=\"1108.46\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"888.61\" cy=\"1108.46\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"893.794\" cy=\"1076.22\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"893.794\" cy=\"1076.22\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"898.055\" cy=\"1333.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"898.055\" cy=\"1333.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"908.709\" cy=\"1295.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"908.709\" cy=\"1295.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"908.709\" cy=\"1196.41\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"908.709\" cy=\"1196.41\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"908.709\" cy=\"1083.08\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"908.709\" cy=\"1083.08\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"911.943\" cy=\"1159.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"911.943\" cy=\"1159.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"912.97\" cy=\"932.863\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"912.97\" cy=\"932.863\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"919.362\" cy=\"1189.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"919.362\" cy=\"1189.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"919.362\" cy=\"964.572\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"919.362\" cy=\"964.572\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"919.362\" cy=\"903.226\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"919.362\" cy=\"903.226\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"919.362\" cy=\"1348.95\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"919.362\" cy=\"1348.95\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"930.016\" cy=\"1397.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"930.016\" cy=\"1397.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"934.277\" cy=\"913.937\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"934.277\" cy=\"913.937\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"940.669\" cy=\"1057.77\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"940.669\" cy=\"1057.77\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"947.85\" cy=\"1298.99\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"947.85\" cy=\"1298.99\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"951.323\" cy=\"1159.3\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"951.323\" cy=\"1159.3\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"953.88\" cy=\"1051.43\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"953.88\" cy=\"1051.43\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"955.584\" cy=\"1116.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"955.584\" cy=\"1116.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"959.846\" cy=\"1090.91\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"959.846\" cy=\"1090.91\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"961.977\" cy=\"1262.34\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"961.977\" cy=\"1262.34\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"974.761\" cy=\"1083.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"974.761\" cy=\"1083.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"986.213\" cy=\"890.004\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"986.213\" cy=\"890.004\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"991.806\" cy=\"994.237\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"991.806\" cy=\"994.237\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"993.937\" cy=\"875.749\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"993.937\" cy=\"875.749\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"993.937\" cy=\"937.314\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"993.937\" cy=\"937.314\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"993.937\" cy=\"999.317\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"993.937\" cy=\"999.317\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"996.068\" cy=\"1227.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"996.068\" cy=\"1227.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1015.24\" cy=\"940.698\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1015.24\" cy=\"940.698\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1031.15\" cy=\"859.582\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1031.15\" cy=\"859.582\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1057.86\" cy=\"1247.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1057.86\" cy=\"1247.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1059.09\" cy=\"1318.5\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1059.09\" cy=\"1318.5\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1071.12\" cy=\"1251.12\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1071.12\" cy=\"1251.12\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1090.88\" cy=\"972.695\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1090.88\" cy=\"972.695\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1094.08\" cy=\"994.812\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1094.08\" cy=\"994.812\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1100.47\" cy=\"968.312\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1100.47\" cy=\"968.312\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1129.24\" cy=\"1112.7\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1129.24\" cy=\"1112.7\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1132.43\" cy=\"1055.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1132.43\" cy=\"1055.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1144.05\" cy=\"945.588\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1144.05\" cy=\"945.588\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1153.74\" cy=\"1079.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1153.74\" cy=\"1079.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1187.83\" cy=\"837.941\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1187.83\" cy=\"837.941\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1196.35\" cy=\"1009.48\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1196.35\" cy=\"1009.48\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1198.49\" cy=\"662.834\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1198.49\" cy=\"662.834\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1207.01\" cy=\"1175.41\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1207.01\" cy=\"1175.41\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1217.66\" cy=\"916.536\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1217.66\" cy=\"916.536\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1366.81\" cy=\"814.48\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1366.81\" cy=\"814.48\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1409.43\" cy=\"1353.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1409.43\" cy=\"1353.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1473.35\" cy=\"1132.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1473.35\" cy=\"1132.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1473.35\" cy=\"672.038\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1473.35\" cy=\"672.038\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1523.83\" cy=\"710.62\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1523.83\" cy=\"710.62\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1526.61\" cy=\"923.152\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1526.61\" cy=\"923.152\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"1547.92\" cy=\"610.127\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"1547.92\" cy=\"610.127\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"369.533\" cy=\"1348.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"369.533\" cy=\"1348.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"376.032\" cy=\"1614.67\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"376.032\" cy=\"1614.67\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"378.162\" cy=\"1511.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"378.162\" cy=\"1511.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"380.293\" cy=\"1513.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"380.293\" cy=\"1513.88\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"394.283\" cy=\"1515.92\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"394.283\" cy=\"1515.92\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"397.339\" cy=\"1442.93\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"397.339\" cy=\"1442.93\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"418.646\" cy=\"1464.55\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"418.646\" cy=\"1464.55\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"430.365\" cy=\"1450.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"430.365\" cy=\"1450.88\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"444.214\" cy=\"1505.14\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"444.214\" cy=\"1505.14\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"447.624\" cy=\"1411.33\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"447.624\" cy=\"1411.33\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"450.607\" cy=\"1480.9\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"450.607\" cy=\"1480.9\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"456.466\" cy=\"1470.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"456.466\" cy=\"1470.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"469.783\" cy=\"1368.32\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"469.783\" cy=\"1368.32\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"471.914\" cy=\"1466.48\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"471.914\" cy=\"1466.48\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"477.594\" cy=\"1570.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"477.594\" cy=\"1570.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"480.436\" cy=\"1441.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"480.436\" cy=\"1441.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"482.567\" cy=\"1484.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"482.567\" cy=\"1484.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"482.567\" cy=\"1398.78\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"482.567\" cy=\"1398.78\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"487.894\" cy=\"1408.26\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"487.894\" cy=\"1408.26\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"492.795\" cy=\"1441.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"492.795\" cy=\"1441.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"495.351\" cy=\"1499.16\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"495.351\" cy=\"1499.16\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"507.07\" cy=\"1366.01\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"507.07\" cy=\"1366.01\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"508.136\" cy=\"1400.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"508.136\" cy=\"1400.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"511.705\" cy=\"1392.69\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"511.705\" cy=\"1392.69\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"518.478\" cy=\"1314.34\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"518.478\" cy=\"1314.34\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"518.915\" cy=\"1231.71\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"518.915\" cy=\"1231.71\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"522.384\" cy=\"1517.41\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"522.384\" cy=\"1517.41\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"524.116\" cy=\"1469.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"524.116\" cy=\"1469.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"525.181\" cy=\"1454.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"525.181\" cy=\"1454.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"528.91\" cy=\"1424.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"528.91\" cy=\"1424.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"529.443\" cy=\"1458.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"529.443\" cy=\"1458.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"533.704\" cy=\"1448.19\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"533.704\" cy=\"1448.19\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"533.704\" cy=\"1485.87\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"533.704\" cy=\"1485.87\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"550.75\" cy=\"1407.53\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"550.75\" cy=\"1407.53\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"552.906\" cy=\"1377.48\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"552.906\" cy=\"1377.48\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"558.945\" cy=\"1300.43\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"558.945\" cy=\"1300.43\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"561.403\" cy=\"1491.23\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"561.403\" cy=\"1491.23\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"565.132\" cy=\"1259.85\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"565.132\" cy=\"1259.85\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1392.63\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"567.796\" cy=\"1392.63\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"568.763\" cy=\"1517.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"568.763\" cy=\"1517.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"570.112\" cy=\"1420.43\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"570.112\" cy=\"1420.43\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"583.341\" cy=\"1246.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"583.341\" cy=\"1246.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"583.776\" cy=\"1388.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"583.776\" cy=\"1388.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1317.36\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1317.36\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1344.01\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"589.103\" cy=\"1344.01\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"591.766\" cy=\"1379.73\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"591.766\" cy=\"1379.73\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"597.625\" cy=\"1402.17\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"597.625\" cy=\"1402.17\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1273.58\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"599.756\" cy=\"1273.58\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"601.354\" cy=\"1320.49\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"601.354\" cy=\"1320.49\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"601.887\" cy=\"1355.04\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"601.887\" cy=\"1355.04\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"608.279\" cy=\"1409.05\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"608.279\" cy=\"1409.05\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1281.22\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1281.22\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1414.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"610.41\" cy=\"1414.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"611.954\" cy=\"1273.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"611.954\" cy=\"1273.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"614.138\" cy=\"1396.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"614.138\" cy=\"1396.88\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"614.671\" cy=\"1272.12\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"614.671\" cy=\"1272.12\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"616.921\" cy=\"1500.71\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"616.921\" cy=\"1500.71\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"618.933\" cy=\"1373.65\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"618.933\" cy=\"1373.65\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"619.465\" cy=\"1408.29\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"619.465\" cy=\"1408.29\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"625.005\" cy=\"1360.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"625.005\" cy=\"1360.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"630.651\" cy=\"1352.7\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"630.651\" cy=\"1352.7\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"642.37\" cy=\"1501.09\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"642.37\" cy=\"1501.09\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"650.254\" cy=\"1323.09\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"650.254\" cy=\"1323.09\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"650.893\" cy=\"1488.13\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"650.893\" cy=\"1488.13\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"650.893\" cy=\"1287.37\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"650.893\" cy=\"1287.37\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"652.674\" cy=\"1221.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"652.674\" cy=\"1221.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1223.15\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"653.024\" cy=\"1223.15\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"655.687\" cy=\"1374.06\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"655.687\" cy=\"1374.06\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"656.593\" cy=\"1273.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"656.593\" cy=\"1273.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"664.743\" cy=\"1261.88\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"664.743\" cy=\"1261.88\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"670.07\" cy=\"1458.11\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"670.07\" cy=\"1458.11\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1398.02\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1398.02\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1436.4\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1436.4\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1344.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"674.331\" cy=\"1344.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"677.587\" cy=\"1349.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"677.587\" cy=\"1349.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"684.452\" cy=\"1320.21\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"684.452\" cy=\"1320.21\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1199.86\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1199.86\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1194.47\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"684.984\" cy=\"1194.47\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"686.902\" cy=\"1373.3\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"686.902\" cy=\"1373.3\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"689.246\" cy=\"1392.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"689.246\" cy=\"1392.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"691.319\" cy=\"1525.08\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"691.319\" cy=\"1525.08\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"691.909\" cy=\"1179.67\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"691.909\" cy=\"1179.67\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"692.054\" cy=\"1367.97\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"692.054\" cy=\"1367.97\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"694.247\" cy=\"1403.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"694.247\" cy=\"1403.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"698.834\" cy=\"1282.52\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"698.834\" cy=\"1282.52\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"699.899\" cy=\"1290.82\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"699.899\" cy=\"1290.82\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"702.03\" cy=\"1331.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"702.03\" cy=\"1331.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"708.422\" cy=\"1344.74\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"708.422\" cy=\"1344.74\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"708.467\" cy=\"1545.56\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"708.467\" cy=\"1545.56\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"714.814\" cy=\"1185.83\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"714.814\" cy=\"1185.83\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.506\" cy=\"1388.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.506\" cy=\"1388.1\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1343.98\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1343.98\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1403.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1403.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1273.9\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"716.945\" cy=\"1273.9\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"723.337\" cy=\"1297.94\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"723.337\" cy=\"1297.94\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"725.468\" cy=\"1470.66\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"725.468\" cy=\"1470.66\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"726.005\" cy=\"1501.09\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"726.005\" cy=\"1501.09\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1312.44\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"727.599\" cy=\"1312.44\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"733.991\" cy=\"1331.81\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"733.991\" cy=\"1331.81\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"736.179\" cy=\"1184.62\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"736.179\" cy=\"1184.62\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"737.187\" cy=\"1416.6\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"737.187\" cy=\"1416.6\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1289.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1289.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1403.31\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"738.252\" cy=\"1403.31\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"743.419\" cy=\"1127.2\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"743.419\" cy=\"1127.2\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"746.775\" cy=\"1321.54\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"746.775\" cy=\"1321.54\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"748.906\" cy=\"1403.72\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"748.906\" cy=\"1403.72\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"749.547\" cy=\"1298.35\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"749.547\" cy=\"1298.35\" r=\"14\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#000000; stroke:none; fill-opacity:1\" cx=\"750.478\" cy=\"1183.1\" r=\"18\"/>\n",
       "<circle clip-path=\"url(#clip4602)\" style=\"fill:#009af9; stroke:none; fill-opacity:1\" cx=\"750.478\" cy=\"1183.1\" r=\"14\"/>\n",
       "<polyline clip-path=\"url(#clip4602)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" stroke-dasharray=\"16, 10\" points=\"\n",
       "  248.189,1781.8 1952.76,47.2441 \n",
       "  \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 132,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Plots\n",
    "scatter(price, X*theta, lims = (0,800))\n",
    "plot!([0, 800], [0, 800], linestyle = :dash, legend = false)\n",
    "plot!(xlims = (0,800), ylims = (0,800), size = (500,500))\n",
    "plot!(xlabel = \"Actual price\", ylabel = \"Predicted price\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Figure 13.9** Scatter plot of actual and predicted prices for a model with eight\n",
    "parameters.\n",
    "    \n",
    "We finish by a cross-validation of this method. We follow the same approach as for\n",
    "the simple regression model on page [106](#page_106), using five randomly chosen folds. The\n",
    "code shows the eight coefficients, and the RMS training and test errors for each\n",
    "fold."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8×5 Array{Float64,2}:\n",
       "  113.126    98.6852    122.382    126.859    117.017 \n",
       "  172.769   182.61      180.0      165.741    176.493 \n",
       "  -43.7341  -50.329     -46.118    -27.4887   -46.6907\n",
       "  -13.6015  -20.1239    -19.931    -18.1421   -17.9758\n",
       "  -16.7486  -22.417     -15.0073   -21.8539   -19.2651\n",
       " -108.818   -85.7231   -109.74     -99.402   -100.107 \n",
       " -117.524   -92.4818   -112.467   -106.409   -114.247 \n",
       "  -34.8623   -9.94509   -33.223    -21.7424   -22.9404"
      ]
     },
     "execution_count": 134,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "N = length(price);\n",
    "nfold = div(N,5);\n",
    "import Random;\n",
    "I = Random.randperm(N);\n",
    "models = zeros(8,5); # store 8 coefficients for the 5 models\n",
    "errors = zeros(2,5); # prediction errors\n",
    "for k = 1:5\n",
    "    if k == 1\n",
    "        Itrain = I[nfold+1:end];\n",
    "        Itest = I[1:nfold];\n",
    "        elseif k == 5\n",
    "        Itrain = I[1:4*nfold];\n",
    "        Itest = I[4*nfold+1:end];\n",
    "    else\n",
    "        Itrain = I[ [1:(k-1)*nfold ; k*nfold+1 : N]]\n",
    "        Itest = I[ [(k-1)*nfold+1 ; k*nfold ]];\n",
    "        end;\n",
    "    Ntrain = length(Itrain)\n",
    "    Ntest = length(Itest)\n",
    "    theta = X[Itrain,:] \\ price[Itrain];\n",
    "    errors[1,k] = rms(X[Itrain,:] * theta - price[Itrain]);\n",
    "    errors[2,k] = rms(X[Itest,:] * theta - price[Itest]);\n",
    "    models[:,k] = theta;\n",
    "end;\n",
    "# display the eight coefficients for each of the 5 folds \n",
    "models"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2×5 Array{Float64,2}:\n",
       " 68.0707  69.3719   68.2224   66.2214  69.44  \n",
       " 69.761    5.58659  63.6452  126.556   64.3574"
      ]
     },
     "execution_count": 135,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#display training errors (1st row) and test errors (2nd) row\n",
    "errors"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.1.1",
   "language": "julia",
   "name": "julia-1.1"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.1.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
